Figure 1: Intertemporal MPC in model and data
Notes: Figure depicts the population-mean consumption
response to a one-time lump-sum transfer received at date \(0\), as a share of the transfer amount.
Blue round dots and solid lines show the estimates from Fagereng et al., 2021, and orange
squares and dashed lines show the estimates in the calibrated model.
| Quarter | Model_MPC | Target_MPC |
|---|---|---|
| 1 | 0.501 | 0.25 |
| 2 | 0.174 | 0.18 |
| 3 | 0.078 | 0.125 |
| 4 | 0.049 | 0.1 |
| 5 | 0.036 | 0.08 |
Figure 2: Columns of the consumption-to-income Jacobian, with and without
sticky expectations
Notes: The figure shows the consumption response at
different horizons (x-axis, in quarters) to aggregate labor income
shocks arriving at different dates, expressed as a fraction of the
income shock. The solid line shows the response to a shock arriving at
date 0. The dashed lines show the response to a shock arriving in six
quarters’ time: the plain dashed line assumes full information rational
expectations (FIRE), while the dashed line with crosses assumes sticky
expectations with \(\theta^Y = 0.85\)
(15% of households update their expectations each quarter).
| Quarter | s0_shock | s6_shock_FIRE | s6_shock_sticky_expectations |
|---|---|---|---|
| 0 | 0.292 | 0.023 | 0.004 |
| 1 | 0.095 | 0.025 | 0.007 |
| 2 | 0.07 | 0.028 | 0.012 |
| 3 | 0.054 | 0.033 | 0.018 |
| 4 | 0.043 | 0.042 | 0.027 |
| 5 | 0.035 | 0.057 | 0.04 |
| 6 | 0.029 | 0.245 | 0.266 |
| 7 | 0.025 | 0.062 | 0.077 |
| 8 | 0.022 | 0.047 | 0.058 |
| 9 | 0.019 | 0.037 | 0.045 |
| 10 | 0.017 | 0.03 | 0.036 |
| 11 | 0.015 | 0.025 | 0.03 |
Figure 3: Columns of the consumption-to-interest-rate Jacobian, divided into
the substitution and income effect, with and without sticky
expectations
Notes: The figure shows the consumption response at
different horizons to real interest rate shocks, decomposed into
substitution effects (left panel) and income effects (right panel).
Solid lines show the response to a shock arriving at date 0. Dashed
lines show the response to a shock arriving in six quarters: the plain
dashed line assumes FIRE, while the dashed line with crosses assumes
sticky expectations with \(\theta^R\)
governing the fraction of households that do not update beliefs about
future interest rates each period.
| Quarter | Substitution_s0_FIRE | Substitution_s6_FIRE | Substitution_s6_sticky | Income_s0_FIRE | Income_s6_FIRE | Income_s6_sticky |
|---|---|---|---|---|---|---|
| 0 | 0 | -0.443 | -0.067 | 0.157 | 0.118 | 0.018 |
| 1 | 0 | -0.452 | -0.129 | 0.15 | 0.119 | 0.034 |
| 2 | 0 | -0.466 | -0.188 | 0.144 | 0.121 | 0.048 |
| 3 | 0 | -0.487 | -0.248 | 0.138 | 0.123 | 0.061 |
| 4 | 0 | -0.519 | -0.312 | 0.133 | 0.125 | 0.074 |
| 5 | 0 | -0.578 | -0.391 | 0.128 | 0.127 | 0.085 |
| 6 | 0 | 0.239 | 0.122 | 0.124 | 0.123 | 0.091 |
| 7 | 0 | 0.194 | 0.097 | 0.12 | 0.119 | 0.095 |
| 8 | 0 | 0.161 | 0.079 | 0.116 | 0.116 | 0.099 |
| 9 | 0 | 0.137 | 0.066 | 0.113 | 0.113 | 0.101 |
| 10 | 0 | 0.119 | 0.057 | 0.11 | 0.11 | 0.103 |
| 11 | 0 | 0.105 | 0.049 | 0.107 | 0.107 | 0.103 |
Figure 4: Romer and Romer, 2004 shock
impulse responses
Notes: Shaded regions show 90 percent confidence
intervals.
Source: Authors’ calculations using data compiled from Federal
Reserve Economic Data (FRED), Federal Reserve Bank of St. Louis;
replication files for Ramey, 2016; and the Survey of Professional
Forecasters, Federal Reserve Bank of Philadelphia.
| Quarter | C_IRF | C_SE | C_90CI_Upper | C_90CI_Lower | Y_earned_IRF | Y_earned_SE | Y_earned_90CI_Upper | Y_earned_90CI_Lower | R_IRF | R_SE | R_90CI_Upper | R_90CI_Lower | S_IRF | S_SE | S_90CI_Upper | S_90CI_Lower |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.033 | 0.066 | 0.142 | -0.075 | -0.058 | 0.144 | 0.18 | -0.295 | 0.862 | 0.053 | 0.949 | 0.775 | -5.4 | 1.84 | -2.374 | -8.427 |
| 1 | -0.093 | 0.094 | 0.062 | -0.248 | -0.178 | 0.162 | 0.089 | -0.445 | 0.751 | 0.093 | 0.903 | 0.599 | -0.928 | 1.84 | 2.098 | -3.955 |
| 2 | -0.234 | 0.113 | -0.047 | -0.42 | -0.225 | 0.181 | 0.073 | -0.523 | 0.406 | 0.11 | 0.587 | 0.226 | -1.923 | 1.823 | 1.076 | -4.923 |
| 3 | -0.348 | 0.136 | -0.125 | -0.571 | -0.37 | 0.252 | 0.045 | -0.785 | 0.577 | 0.12 | 0.775 | 0.38 | 0.335 | 1.954 | 3.549 | -2.879 |
| 4 | -0.356 | 0.152 | -0.107 | -0.606 | -0.45 | 0.273 | -0.002 | -0.899 | 0.323 | 0.137 | 0.549 | 0.098 | -0.251 | 1.892 | 2.861 | -3.362 |
| 5 | -0.368 | 0.166 | -0.094 | -0.641 | -0.511 | 0.277 | -0.056 | -0.967 | 0.607 | 0.144 | 0.844 | 0.37 | 0.549 | 1.951 | 3.758 | -2.66 |
| 6 | -0.402 | 0.18 | -0.107 | -0.698 | -0.61 | 0.289 | -0.136 | -1.085 | 0.41 | 0.153 | 0.661 | 0.158 | -2.371 | 1.981 | 0.888 | -5.63 |
| 7 | -0.419 | 0.195 | -0.099 | -0.739 | -0.619 | 0.289 | -0.143 | -1.095 | 0.051 | 0.156 | 0.307 | -0.205 | 2.305 | 1.866 | 5.375 | -0.765 |
| 8 | -0.328 | 0.206 | 0.012 | -0.667 | -0.556 | 0.29 | -0.078 | -1.033 | 0.097 | 0.159 | 0.358 | -0.165 | 1.105 | 1.868 | 4.178 | -1.968 |
| 9 | -0.392 | 0.216 | -0.037 | -0.747 | -0.641 | 0.298 | -0.152 | -1.131 | 0.209 | 0.165 | 0.48 | -0.062 | -1.497 | 1.811 | 1.482 | -4.476 |
| 10 | -0.335 | 0.222 | 0.03 | -0.701 | -0.582 | 0.311 | -0.071 | -1.093 | 0.095 | 0.169 | 0.373 | -0.182 | 0.725 | 1.906 | 3.86 | -2.41 |
| 11 | -0.29 | 0.233 | 0.094 | -0.674 | -0.499 | 0.317 | 0.022 | -1.02 | -0.007 | 0.169 | 0.272 | -0.285 | 0.184 | 1.983 | 3.446 | -3.079 |
| 12 | -0.292 | 0.244 | 0.109 | -0.694 | -0.378 | 0.326 | 0.158 | -0.914 | -0.009 | 0.168 | 0.268 | -0.285 | -0.934 | 1.888 | 2.172 | -4.04 |
| 13 | -0.268 | 0.252 | 0.147 | -0.683 | -0.22 | 0.334 | 0.329 | -0.768 | 0.057 | 0.164 | 0.327 | -0.213 | -0.487 | 1.796 | 2.468 | -3.441 |
| 14 | -0.303 | 0.258 | 0.122 | -0.728 | -0.285 | 0.34 | 0.275 | -0.845 | -0.032 | 0.16 | 0.231 | -0.295 | -0.546 | 1.914 | 2.603 | -3.695 |
| 15 | -0.145 | 0.268 | 0.295 | -0.585 | -0.44 | 0.305 | 0.062 | -0.942 | -0.169 | 0.159 | 0.093 | -0.431 | 1.864 | 1.797 | 4.82 | -1.092 |
Figure 5: Marginal posterior distributions for sticky expectations parameters:
Romer and Romer, 2004 shocks
(a) Interest rate
(b) Aggregate labor income
Notes: Blue solid lines depict the log marginal posterior
density over the support of the estimated parameter. Red vertical solid
lines indicate the posterior mode, and grey shaded areas indicate the 95
percent highest posterior density regions.
(a) Interest rate
| theta_R | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.004 | 1 | 0.764 | 1 |
| 0.003 | 0.004 | 1 | 0.764 | 1 |
| 0.005 | 0.004 | 1 | 0.764 | 1 |
| 0.008 | 0.004 | 1 | 0.764 | 1 |
| 0.01 | 0.004 | 1 | 0.764 | 1 |
| 0.013 | 0.004 | 1 | 0.764 | 1 |
| 0.015 | 0.004 | 1 | 0.764 | 1 |
| 0.018 | 0.004 | 1 | 0.764 | 1 |
| 0.02 | 0.004 | 1 | 0.764 | 1 |
| 0.023 | 0.004 | 1 | 0.764 | 1 |
| 0.025 | 0.004 | 1 | 0.764 | 1 |
| 0.028 | 0.004 | 1 | 0.764 | 1 |
| 0.03 | 0.004 | 1 | 0.764 | 1 |
| 0.033 | 0.004 | 1 | 0.764 | 1 |
| 0.035 | 0.004 | 1 | 0.764 | 1 |
| 0.038 | 0.004 | 1 | 0.764 | 1 |
| 0.04 | 0.004 | 1 | 0.764 | 1 |
| 0.043 | 0.005 | 1 | 0.764 | 1 |
| 0.045 | 0.005 | 1 | 0.764 | 1 |
| 0.048 | 0.005 | 1 | 0.764 | 1 |
| 0.05 | 0.005 | 1 | 0.764 | 1 |
| 0.053 | 0.005 | 1 | 0.764 | 1 |
| 0.055 | 0.005 | 1 | 0.764 | 1 |
| 0.058 | 0.005 | 1 | 0.764 | 1 |
| 0.06 | 0.005 | 1 | 0.764 | 1 |
| 0.063 | 0.005 | 1 | 0.764 | 1 |
| 0.065 | 0.005 | 1 | 0.764 | 1 |
| 0.068 | 0.005 | 1 | 0.764 | 1 |
| 0.07 | 0.005 | 1 | 0.764 | 1 |
| 0.073 | 0.005 | 1 | 0.764 | 1 |
| 0.075 | 0.005 | 1 | 0.764 | 1 |
| 0.078 | 0.005 | 1 | 0.764 | 1 |
| 0.08 | 0.005 | 1 | 0.764 | 1 |
| 0.083 | 0.005 | 1 | 0.764 | 1 |
| 0.085 | 0.005 | 1 | 0.764 | 1 |
| 0.088 | 0.005 | 1 | 0.764 | 1 |
| 0.09 | 0.005 | 1 | 0.764 | 1 |
| 0.093 | 0.005 | 1 | 0.764 | 1 |
| 0.095 | 0.006 | 1 | 0.764 | 1 |
| 0.098 | 0.006 | 1 | 0.764 | 1 |
| 0.1 | 0.006 | 1 | 0.764 | 1 |
| 0.103 | 0.006 | 1 | 0.764 | 1 |
| 0.105 | 0.006 | 1 | 0.764 | 1 |
| 0.108 | 0.006 | 1 | 0.764 | 1 |
| 0.11 | 0.006 | 1 | 0.764 | 1 |
| 0.113 | 0.006 | 1 | 0.764 | 1 |
| 0.115 | 0.006 | 1 | 0.764 | 1 |
| 0.118 | 0.006 | 1 | 0.764 | 1 |
| 0.12 | 0.006 | 1 | 0.764 | 1 |
| 0.123 | 0.006 | 1 | 0.764 | 1 |
| 0.125 | 0.006 | 1 | 0.764 | 1 |
| 0.128 | 0.006 | 1 | 0.764 | 1 |
| 0.13 | 0.006 | 1 | 0.764 | 1 |
| 0.133 | 0.006 | 1 | 0.764 | 1 |
| 0.135 | 0.007 | 1 | 0.764 | 1 |
| 0.138 | 0.007 | 1 | 0.764 | 1 |
| 0.14 | 0.007 | 1 | 0.764 | 1 |
| 0.143 | 0.007 | 1 | 0.764 | 1 |
| 0.145 | 0.007 | 1 | 0.764 | 1 |
| 0.148 | 0.007 | 1 | 0.764 | 1 |
| 0.15 | 0.007 | 1 | 0.764 | 1 |
| 0.153 | 0.007 | 1 | 0.764 | 1 |
| 0.155 | 0.007 | 1 | 0.764 | 1 |
| 0.158 | 0.007 | 1 | 0.764 | 1 |
| 0.16 | 0.007 | 1 | 0.764 | 1 |
| 0.163 | 0.007 | 1 | 0.764 | 1 |
| 0.165 | 0.007 | 1 | 0.764 | 1 |
| 0.168 | 0.007 | 1 | 0.764 | 1 |
| 0.17 | 0.008 | 1 | 0.764 | 1 |
| 0.173 | 0.008 | 1 | 0.764 | 1 |
| 0.175 | 0.008 | 1 | 0.764 | 1 |
| 0.178 | 0.008 | 1 | 0.764 | 1 |
| 0.18 | 0.008 | 1 | 0.764 | 1 |
| 0.183 | 0.008 | 1 | 0.764 | 1 |
| 0.185 | 0.008 | 1 | 0.764 | 1 |
| 0.188 | 0.008 | 1 | 0.764 | 1 |
| 0.19 | 0.008 | 1 | 0.764 | 1 |
| 0.193 | 0.008 | 1 | 0.764 | 1 |
| 0.195 | 0.008 | 1 | 0.764 | 1 |
| 0.198 | 0.009 | 1 | 0.764 | 1 |
| 0.201 | 0.009 | 1 | 0.764 | 1 |
| 0.203 | 0.009 | 1 | 0.764 | 1 |
| 0.206 | 0.009 | 1 | 0.764 | 1 |
| 0.208 | 0.009 | 1 | 0.764 | 1 |
| 0.211 | 0.009 | 1 | 0.764 | 1 |
| 0.213 | 0.009 | 1 | 0.764 | 1 |
| 0.216 | 0.009 | 1 | 0.764 | 1 |
| 0.218 | 0.009 | 1 | 0.764 | 1 |
| 0.221 | 0.009 | 1 | 0.764 | 1 |
| 0.223 | 0.01 | 1 | 0.764 | 1 |
| 0.226 | 0.01 | 1 | 0.764 | 1 |
| 0.228 | 0.01 | 1 | 0.764 | 1 |
| 0.231 | 0.01 | 1 | 0.764 | 1 |
| 0.233 | 0.01 | 1 | 0.764 | 1 |
| 0.236 | 0.01 | 1 | 0.764 | 1 |
| 0.238 | 0.01 | 1 | 0.764 | 1 |
| 0.241 | 0.01 | 1 | 0.764 | 1 |
| 0.243 | 0.01 | 1 | 0.764 | 1 |
| 0.246 | 0.011 | 1 | 0.764 | 1 |
| 0.248 | 0.011 | 1 | 0.764 | 1 |
| 0.251 | 0.011 | 1 | 0.764 | 1 |
| 0.253 | 0.011 | 1 | 0.764 | 1 |
| 0.256 | 0.011 | 1 | 0.764 | 1 |
| 0.258 | 0.011 | 1 | 0.764 | 1 |
| 0.261 | 0.011 | 1 | 0.764 | 1 |
| 0.263 | 0.011 | 1 | 0.764 | 1 |
| 0.266 | 0.012 | 1 | 0.764 | 1 |
| 0.268 | 0.012 | 1 | 0.764 | 1 |
| 0.271 | 0.012 | 1 | 0.764 | 1 |
| 0.273 | 0.012 | 1 | 0.764 | 1 |
| 0.276 | 0.012 | 1 | 0.764 | 1 |
| 0.278 | 0.012 | 1 | 0.764 | 1 |
| 0.281 | 0.013 | 1 | 0.764 | 1 |
| 0.283 | 0.013 | 1 | 0.764 | 1 |
| 0.286 | 0.013 | 1 | 0.764 | 1 |
| 0.288 | 0.013 | 1 | 0.764 | 1 |
| 0.291 | 0.013 | 1 | 0.764 | 1 |
| 0.293 | 0.013 | 1 | 0.764 | 1 |
| 0.296 | 0.013 | 1 | 0.764 | 1 |
| 0.298 | 0.014 | 1 | 0.764 | 1 |
| 0.301 | 0.014 | 1 | 0.764 | 1 |
| 0.303 | 0.014 | 1 | 0.764 | 1 |
| 0.306 | 0.014 | 1 | 0.764 | 1 |
| 0.308 | 0.014 | 1 | 0.764 | 1 |
| 0.311 | 0.015 | 1 | 0.764 | 1 |
| 0.313 | 0.015 | 1 | 0.764 | 1 |
| 0.316 | 0.015 | 1 | 0.764 | 1 |
| 0.318 | 0.015 | 1 | 0.764 | 1 |
| 0.321 | 0.015 | 1 | 0.764 | 1 |
| 0.323 | 0.015 | 1 | 0.764 | 1 |
| 0.326 | 0.016 | 1 | 0.764 | 1 |
| 0.328 | 0.016 | 1 | 0.764 | 1 |
| 0.331 | 0.016 | 1 | 0.764 | 1 |
| 0.333 | 0.016 | 1 | 0.764 | 1 |
| 0.336 | 0.017 | 1 | 0.764 | 1 |
| 0.338 | 0.017 | 1 | 0.764 | 1 |
| 0.341 | 0.017 | 1 | 0.764 | 1 |
| 0.343 | 0.017 | 1 | 0.764 | 1 |
| 0.346 | 0.017 | 1 | 0.764 | 1 |
| 0.348 | 0.018 | 1 | 0.764 | 1 |
| 0.351 | 0.018 | 1 | 0.764 | 1 |
| 0.353 | 0.018 | 1 | 0.764 | 1 |
| 0.356 | 0.018 | 1 | 0.764 | 1 |
| 0.358 | 0.019 | 1 | 0.764 | 1 |
| 0.361 | 0.019 | 1 | 0.764 | 1 |
| 0.363 | 0.019 | 1 | 0.764 | 1 |
| 0.366 | 0.019 | 1 | 0.764 | 1 |
| 0.368 | 0.02 | 1 | 0.764 | 1 |
| 0.371 | 0.02 | 1 | 0.764 | 1 |
| 0.373 | 0.02 | 1 | 0.764 | 1 |
| 0.376 | 0.021 | 1 | 0.764 | 1 |
| 0.378 | 0.021 | 1 | 0.764 | 1 |
| 0.381 | 0.021 | 1 | 0.764 | 1 |
| 0.383 | 0.021 | 1 | 0.764 | 1 |
| 0.386 | 0.022 | 1 | 0.764 | 1 |
| 0.388 | 0.022 | 1 | 0.764 | 1 |
| 0.391 | 0.022 | 1 | 0.764 | 1 |
| 0.393 | 0.023 | 1 | 0.764 | 1 |
| 0.396 | 0.023 | 1 | 0.764 | 1 |
| 0.398 | 0.023 | 1 | 0.764 | 1 |
| 0.401 | 0.024 | 1 | 0.764 | 1 |
| 0.404 | 0.024 | 1 | 0.764 | 1 |
| 0.406 | 0.024 | 1 | 0.764 | 1 |
| 0.409 | 0.025 | 1 | 0.764 | 1 |
| 0.411 | 0.025 | 1 | 0.764 | 1 |
| 0.414 | 0.025 | 1 | 0.764 | 1 |
| 0.416 | 0.026 | 1 | 0.764 | 1 |
| 0.419 | 0.026 | 1 | 0.764 | 1 |
| 0.421 | 0.027 | 1 | 0.764 | 1 |
| 0.424 | 0.027 | 1 | 0.764 | 1 |
| 0.426 | 0.027 | 1 | 0.764 | 1 |
| 0.429 | 0.028 | 1 | 0.764 | 1 |
| 0.431 | 0.028 | 1 | 0.764 | 1 |
| 0.434 | 0.029 | 1 | 0.764 | 1 |
| 0.436 | 0.029 | 1 | 0.764 | 1 |
| 0.439 | 0.03 | 1 | 0.764 | 1 |
| 0.441 | 0.03 | 1 | 0.764 | 1 |
| 0.444 | 0.03 | 1 | 0.764 | 1 |
| 0.446 | 0.031 | 1 | 0.764 | 1 |
| 0.449 | 0.031 | 1 | 0.764 | 1 |
| 0.451 | 0.032 | 1 | 0.764 | 1 |
| 0.454 | 0.032 | 1 | 0.764 | 1 |
| 0.456 | 0.033 | 1 | 0.764 | 1 |
| 0.459 | 0.033 | 1 | 0.764 | 1 |
| 0.461 | 0.034 | 1 | 0.764 | 1 |
| 0.464 | 0.034 | 1 | 0.764 | 1 |
| 0.466 | 0.035 | 1 | 0.764 | 1 |
| 0.469 | 0.036 | 1 | 0.764 | 1 |
| 0.471 | 0.036 | 1 | 0.764 | 1 |
| 0.474 | 0.037 | 1 | 0.764 | 1 |
| 0.476 | 0.037 | 1 | 0.764 | 1 |
| 0.479 | 0.038 | 1 | 0.764 | 1 |
| 0.481 | 0.039 | 1 | 0.764 | 1 |
| 0.484 | 0.039 | 1 | 0.764 | 1 |
| 0.486 | 0.04 | 1 | 0.764 | 1 |
| 0.489 | 0.041 | 1 | 0.764 | 1 |
| 0.491 | 0.041 | 1 | 0.764 | 1 |
| 0.494 | 0.042 | 1 | 0.764 | 1 |
| 0.496 | 0.043 | 1 | 0.764 | 1 |
| 0.499 | 0.043 | 1 | 0.764 | 1 |
| 0.501 | 0.044 | 1 | 0.764 | 1 |
| 0.504 | 0.045 | 1 | 0.764 | 1 |
| 0.506 | 0.046 | 1 | 0.764 | 1 |
| 0.509 | 0.046 | 1 | 0.764 | 1 |
| 0.511 | 0.047 | 1 | 0.764 | 1 |
| 0.514 | 0.048 | 1 | 0.764 | 1 |
| 0.516 | 0.049 | 1 | 0.764 | 1 |
| 0.519 | 0.05 | 1 | 0.764 | 1 |
| 0.521 | 0.051 | 1 | 0.764 | 1 |
| 0.524 | 0.052 | 1 | 0.764 | 1 |
| 0.526 | 0.053 | 1 | 0.764 | 1 |
| 0.529 | 0.053 | 1 | 0.764 | 1 |
| 0.531 | 0.054 | 1 | 0.764 | 1 |
| 0.534 | 0.055 | 1 | 0.764 | 1 |
| 0.536 | 0.056 | 1 | 0.764 | 1 |
| 0.539 | 0.057 | 1 | 0.764 | 1 |
| 0.541 | 0.059 | 1 | 0.764 | 1 |
| 0.544 | 0.06 | 1 | 0.764 | 1 |
| 0.546 | 0.061 | 1 | 0.764 | 1 |
| 0.549 | 0.062 | 1 | 0.764 | 1 |
| 0.551 | 0.063 | 1 | 0.764 | 1 |
| 0.554 | 0.064 | 1 | 0.764 | 1 |
| 0.556 | 0.065 | 1 | 0.764 | 1 |
| 0.559 | 0.067 | 1 | 0.764 | 1 |
| 0.561 | 0.068 | 1 | 0.764 | 1 |
| 0.564 | 0.069 | 1 | 0.764 | 1 |
| 0.566 | 0.071 | 1 | 0.764 | 1 |
| 0.569 | 0.072 | 1 | 0.764 | 1 |
| 0.571 | 0.073 | 1 | 0.764 | 1 |
| 0.574 | 0.075 | 1 | 0.764 | 1 |
| 0.576 | 0.076 | 1 | 0.764 | 1 |
| 0.579 | 0.078 | 1 | 0.764 | 1 |
| 0.581 | 0.079 | 1 | 0.764 | 1 |
| 0.584 | 0.081 | 1 | 0.764 | 1 |
| 0.586 | 0.083 | 1 | 0.764 | 1 |
| 0.589 | 0.084 | 1 | 0.764 | 1 |
| 0.591 | 0.086 | 1 | 0.764 | 1 |
| 0.594 | 0.088 | 1 | 0.764 | 1 |
| 0.596 | 0.09 | 1 | 0.764 | 1 |
| 0.599 | 0.092 | 1 | 0.764 | 1 |
| 0.602 | 0.093 | 1 | 0.764 | 1 |
| 0.604 | 0.095 | 1 | 0.764 | 1 |
| 0.607 | 0.097 | 1 | 0.764 | 1 |
| 0.609 | 0.099 | 1 | 0.764 | 1 |
| 0.612 | 0.102 | 1 | 0.764 | 1 |
| 0.614 | 0.104 | 1 | 0.764 | 1 |
| 0.617 | 0.106 | 1 | 0.764 | 1 |
| 0.619 | 0.108 | 1 | 0.764 | 1 |
| 0.622 | 0.111 | 1 | 0.764 | 1 |
| 0.624 | 0.113 | 1 | 0.764 | 1 |
| 0.627 | 0.116 | 1 | 0.764 | 1 |
| 0.629 | 0.118 | 1 | 0.764 | 1 |
| 0.632 | 0.121 | 1 | 0.764 | 1 |
| 0.634 | 0.123 | 1 | 0.764 | 1 |
| 0.637 | 0.126 | 1 | 0.764 | 1 |
| 0.639 | 0.129 | 1 | 0.764 | 1 |
| 0.642 | 0.132 | 1 | 0.764 | 1 |
| 0.644 | 0.135 | 1 | 0.764 | 1 |
| 0.647 | 0.138 | 1 | 0.764 | 1 |
| 0.649 | 0.141 | 1 | 0.764 | 1 |
| 0.652 | 0.145 | 1 | 0.764 | 1 |
| 0.654 | 0.148 | 1 | 0.764 | 1 |
| 0.657 | 0.151 | 1 | 0.764 | 1 |
| 0.659 | 0.155 | 1 | 0.764 | 1 |
| 0.662 | 0.159 | 1 | 0.764 | 1 |
| 0.664 | 0.163 | 1 | 0.764 | 1 |
| 0.667 | 0.166 | 1 | 0.764 | 1 |
| 0.669 | 0.17 | 1 | 0.764 | 1 |
| 0.672 | 0.175 | 1 | 0.764 | 1 |
| 0.674 | 0.179 | 1 | 0.764 | 1 |
| 0.677 | 0.183 | 1 | 0.764 | 1 |
| 0.679 | 0.188 | 1 | 0.764 | 1 |
| 0.682 | 0.193 | 1 | 0.764 | 1 |
| 0.684 | 0.197 | 1 | 0.764 | 1 |
| 0.687 | 0.202 | 1 | 0.764 | 1 |
| 0.689 | 0.208 | 1 | 0.764 | 1 |
| 0.692 | 0.213 | 1 | 0.764 | 1 |
| 0.694 | 0.218 | 1 | 0.764 | 1 |
| 0.697 | 0.224 | 1 | 0.764 | 1 |
| 0.699 | 0.23 | 1 | 0.764 | 1 |
| 0.702 | 0.236 | 1 | 0.764 | 1 |
| 0.704 | 0.242 | 1 | 0.764 | 1 |
| 0.707 | 0.248 | 1 | 0.764 | 1 |
| 0.709 | 0.255 | 1 | 0.764 | 1 |
| 0.712 | 0.262 | 1 | 0.764 | 1 |
| 0.714 | 0.269 | 1 | 0.764 | 1 |
| 0.717 | 0.276 | 1 | 0.764 | 1 |
| 0.719 | 0.284 | 1 | 0.764 | 1 |
| 0.722 | 0.291 | 1 | 0.764 | 1 |
| 0.724 | 0.3 | 1 | 0.764 | 1 |
| 0.727 | 0.308 | 1 | 0.764 | 1 |
| 0.729 | 0.316 | 1 | 0.764 | 1 |
| 0.732 | 0.325 | 1 | 0.764 | 1 |
| 0.734 | 0.335 | 1 | 0.764 | 1 |
| 0.737 | 0.344 | 1 | 0.764 | 1 |
| 0.739 | 0.354 | 1 | 0.764 | 1 |
| 0.742 | 0.364 | 1 | 0.764 | 1 |
| 0.744 | 0.375 | 1 | 0.764 | 1 |
| 0.747 | 0.386 | 1 | 0.764 | 1 |
| 0.749 | 0.397 | 1 | 0.764 | 1 |
| 0.752 | 0.409 | 1 | 0.764 | 1 |
| 0.754 | 0.421 | 1 | 0.764 | 1 |
| 0.757 | 0.433 | 1 | 0.764 | 1 |
| 0.759 | 0.446 | 1 | 0.764 | 1 |
| 0.762 | 0.46 | 1 | 0.764 | 1 |
| 0.764 | 0.474 | 1 | 0.764 | 1 |
| 0.767 | 0.488 | 1 | 0.764 | 1 |
| 0.769 | 0.503 | 1 | 0.764 | 1 |
| 0.772 | 0.519 | 1 | 0.764 | 1 |
| 0.774 | 0.535 | 1 | 0.764 | 1 |
| 0.777 | 0.552 | 1 | 0.764 | 1 |
| 0.779 | 0.569 | 1 | 0.764 | 1 |
| 0.782 | 0.587 | 1 | 0.764 | 1 |
| 0.784 | 0.606 | 1 | 0.764 | 1 |
| 0.787 | 0.626 | 1 | 0.764 | 1 |
| 0.789 | 0.646 | 1 | 0.764 | 1 |
| 0.792 | 0.667 | 1 | 0.764 | 1 |
| 0.794 | 0.688 | 1 | 0.764 | 1 |
| 0.797 | 0.711 | 1 | 0.764 | 1 |
| 0.799 | 0.735 | 1 | 0.764 | 1 |
| 0.802 | 0.759 | 1 | 0.764 | 1 |
| 0.805 | 0.784 | 1 | 0.764 | 1 |
| 0.807 | 0.811 | 1 | 0.764 | 1 |
| 0.81 | 0.838 | 1 | 0.764 | 1 |
| 0.812 | 0.867 | 1 | 0.764 | 1 |
| 0.815 | 0.896 | 1 | 0.764 | 1 |
| 0.817 | 0.927 | 1 | 0.764 | 1 |
| 0.82 | 0.959 | 1 | 0.764 | 1 |
| 0.822 | 0.992 | 1 | 0.764 | 1 |
| 0.825 | 1.027 | 1 | 0.764 | 1 |
| 0.827 | 1.063 | 1 | 0.764 | 1 |
| 0.83 | 1.1 | 1 | 0.764 | 1 |
| 0.832 | 1.139 | 1 | 0.764 | 1 |
| 0.835 | 1.18 | 1 | 0.764 | 1 |
| 0.837 | 1.222 | 1 | 0.764 | 1 |
| 0.84 | 1.266 | 1 | 0.764 | 1 |
| 0.842 | 1.312 | 1 | 0.764 | 1 |
| 0.845 | 1.36 | 1 | 0.764 | 1 |
| 0.847 | 1.41 | 1 | 0.764 | 1 |
| 0.85 | 1.461 | 1 | 0.764 | 1 |
| 0.852 | 1.515 | 1 | 0.764 | 1 |
| 0.855 | 1.571 | 1 | 0.764 | 1 |
| 0.857 | 1.63 | 1 | 0.764 | 1 |
| 0.86 | 1.691 | 1 | 0.764 | 1 |
| 0.862 | 1.754 | 1 | 0.764 | 1 |
| 0.865 | 1.82 | 1 | 0.764 | 1 |
| 0.867 | 1.889 | 1 | 0.764 | 1 |
| 0.87 | 1.96 | 1 | 0.764 | 1 |
| 0.872 | 2.035 | 1 | 0.764 | 1 |
| 0.875 | 2.113 | 1 | 0.764 | 1 |
| 0.877 | 2.194 | 1 | 0.764 | 1 |
| 0.88 | 2.279 | 1 | 0.764 | 1 |
| 0.882 | 2.367 | 1 | 0.764 | 1 |
| 0.885 | 2.459 | 1 | 0.764 | 1 |
| 0.887 | 2.554 | 1 | 0.764 | 1 |
| 0.89 | 2.654 | 1 | 0.764 | 1 |
| 0.892 | 2.758 | 1 | 0.764 | 1 |
| 0.895 | 2.866 | 1 | 0.764 | 1 |
| 0.897 | 2.979 | 1 | 0.764 | 1 |
| 0.9 | 3.096 | 1 | 0.764 | 1 |
| 0.902 | 3.219 | 1 | 0.764 | 1 |
| 0.905 | 3.347 | 1 | 0.764 | 1 |
| 0.907 | 3.479 | 1 | 0.764 | 1 |
| 0.91 | 3.618 | 1 | 0.764 | 1 |
| 0.912 | 3.762 | 1 | 0.764 | 1 |
| 0.915 | 3.913 | 1 | 0.764 | 1 |
| 0.917 | 4.069 | 1 | 0.764 | 1 |
| 0.92 | 4.232 | 1 | 0.764 | 1 |
| 0.922 | 4.402 | 1 | 0.764 | 1 |
| 0.925 | 4.579 | 1 | 0.764 | 1 |
| 0.927 | 4.763 | 1 | 0.764 | 1 |
| 0.93 | 4.955 | 1 | 0.764 | 1 |
| 0.932 | 5.154 | 1 | 0.764 | 1 |
| 0.935 | 5.362 | 1 | 0.764 | 1 |
| 0.937 | 5.578 | 1 | 0.764 | 1 |
| 0.94 | 5.803 | 1 | 0.764 | 1 |
| 0.942 | 6.037 | 1 | 0.764 | 1 |
| 0.945 | 6.28 | 1 | 0.764 | 1 |
| 0.947 | 6.533 | 1 | 0.764 | 1 |
| 0.95 | 6.795 | 1 | 0.764 | 1 |
| 0.952 | 7.069 | 1 | 0.764 | 1 |
| 0.955 | 7.352 | 1 | 0.764 | 1 |
| 0.957 | 7.647 | 1 | 0.764 | 1 |
| 0.96 | 7.953 | 1 | 0.764 | 1 |
| 0.962 | 8.27 | 1 | 0.764 | 1 |
| 0.965 | 8.6 | 1 | 0.764 | 1 |
| 0.967 | 8.941 | 1 | 0.764 | 1 |
| 0.97 | 9.294 | 1 | 0.764 | 1 |
| 0.972 | 9.661 | 1 | 0.764 | 1 |
| 0.975 | 10.04 | 1 | 0.764 | 1 |
| 0.977 | 10.431 | 1 | 0.764 | 1 |
| 0.98 | 10.836 | 1 | 0.764 | 1 |
| 0.982 | 11.254 | 1 | 0.764 | 1 |
| 0.985 | 11.684 | 1 | 0.764 | 1 |
| 0.987 | 12.127 | 1 | 0.764 | 1 |
| 0.99 | 12.583 | 1 | 0.764 | 1 |
| 0.992 | 13.05 | 1 | 0.764 | 1 |
| 0.995 | 13.529 | 1 | 0.764 | 1 |
| 0.997 | 14.019 | 1 | 0.764 | 1 |
| 1 | 14.519 | 1 | 0.764 | 1 |
(b) Aggregate labor income
| theta_Y | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.229 | 0.898 | 0.184 | 1 |
| 0.02 | 0.238 | 0.898 | 0.184 | 1 |
| 0.041 | 0.248 | 0.898 | 0.184 | 1 |
| 0.061 | 0.258 | 0.898 | 0.184 | 1 |
| 0.082 | 0.27 | 0.898 | 0.184 | 1 |
| 0.102 | 0.281 | 0.898 | 0.184 | 1 |
| 0.122 | 0.294 | 0.898 | 0.184 | 1 |
| 0.143 | 0.308 | 0.898 | 0.184 | 1 |
| 0.163 | 0.322 | 0.898 | 0.184 | 1 |
| 0.184 | 0.338 | 0.898 | 0.184 | 1 |
| 0.204 | 0.355 | 0.898 | 0.184 | 1 |
| 0.224 | 0.373 | 0.898 | 0.184 | 1 |
| 0.245 | 0.392 | 0.898 | 0.184 | 1 |
| 0.265 | 0.412 | 0.898 | 0.184 | 1 |
| 0.286 | 0.435 | 0.898 | 0.184 | 1 |
| 0.306 | 0.458 | 0.898 | 0.184 | 1 |
| 0.327 | 0.484 | 0.898 | 0.184 | 1 |
| 0.347 | 0.512 | 0.898 | 0.184 | 1 |
| 0.367 | 0.541 | 0.898 | 0.184 | 1 |
| 0.388 | 0.573 | 0.898 | 0.184 | 1 |
| 0.408 | 0.608 | 0.898 | 0.184 | 1 |
| 0.429 | 0.645 | 0.898 | 0.184 | 1 |
| 0.449 | 0.685 | 0.898 | 0.184 | 1 |
| 0.469 | 0.728 | 0.898 | 0.184 | 1 |
| 0.49 | 0.775 | 0.898 | 0.184 | 1 |
| 0.51 | 0.825 | 0.898 | 0.184 | 1 |
| 0.531 | 0.878 | 0.898 | 0.184 | 1 |
| 0.551 | 0.935 | 0.898 | 0.184 | 1 |
| 0.571 | 0.996 | 0.898 | 0.184 | 1 |
| 0.592 | 1.061 | 0.898 | 0.184 | 1 |
| 0.612 | 1.13 | 0.898 | 0.184 | 1 |
| 0.633 | 1.202 | 0.898 | 0.184 | 1 |
| 0.653 | 1.277 | 0.898 | 0.184 | 1 |
| 0.673 | 1.354 | 0.898 | 0.184 | 1 |
| 0.694 | 1.433 | 0.898 | 0.184 | 1 |
| 0.714 | 1.513 | 0.898 | 0.184 | 1 |
| 0.735 | 1.591 | 0.898 | 0.184 | 1 |
| 0.755 | 1.665 | 0.898 | 0.184 | 1 |
| 0.776 | 1.734 | 0.898 | 0.184 | 1 |
| 0.796 | 1.795 | 0.898 | 0.184 | 1 |
| 0.816 | 1.846 | 0.898 | 0.184 | 1 |
| 0.837 | 1.884 | 0.898 | 0.184 | 1 |
| 0.857 | 1.909 | 0.898 | 0.184 | 1 |
| 0.878 | 1.921 | 0.898 | 0.184 | 1 |
| 0.898 | 1.921 | 0.898 | 0.184 | 1 |
| 0.918 | 1.914 | 0.898 | 0.184 | 1 |
| 0.939 | 1.902 | 0.898 | 0.184 | 1 |
| 0.959 | 1.888 | 0.898 | 0.184 | 1 |
| 0.98 | 1.864 | 0.898 | 0.184 | 1 |
| 1 | 1.798 | 0.898 | 0.184 | 1 |
Figure 6: Comparison of the consumption path to Romer and Romer, 2004 shock across model assumptions
Notes: Blue solid line shows the empirical impulse response
(shaded region shows 90 percent confidence intervals). Red dashed line
shows the model with MAP estimates of both \(\theta^Y\) and \(\theta^R\) (sticky expectations for both
labor income and interest rates). Yellow dashed line shows the model
with sticky interest-rate expectations only (\(\theta^R\) at MAP, \(\theta^Y = 0\)). Green dot-dash line shows
the model with sticky labor-income expectations only (\(\theta^Y\) at MAP, \(\theta^R = 0\)). Purple dotted line shows
the full-information rational expectations (FIRE) model (\(\theta^Y = \theta^R = 0\)).
| Quarter | Empirical | Empirical_90CI_Upper | Empirical_90CI_Lower | Model_Sticky_Y_and_R | Model_Sticky_Y_only | Model_Sticky_R_only | Model_FIRE |
|---|---|---|---|---|---|---|---|
| 0 | 0.033 | 0.142 | -0.075 | -0.04 | -0.618 | -0.249 | -0.827 |
| 1 | -0.093 | 0.062 | -0.248 | -0.103 | -0.525 | -0.281 | -0.702 |
| 2 | -0.234 | -0.047 | -0.42 | -0.153 | -0.502 | -0.305 | -0.653 |
| 3 | -0.348 | -0.125 | -0.571 | -0.227 | -0.47 | -0.349 | -0.591 |
| 4 | -0.356 | -0.107 | -0.606 | -0.288 | -0.483 | -0.382 | -0.577 |
| 5 | -0.368 | -0.094 | -0.641 | -0.341 | -0.426 | -0.411 | -0.496 |
| 6 | -0.402 | -0.107 | -0.698 | -0.397 | -0.413 | -0.443 | -0.459 |
| 7 | -0.419 | -0.099 | -0.739 | -0.427 | -0.449 | -0.455 | -0.476 |
| 8 | -0.328 | 0.012 | -0.667 | -0.434 | -0.449 | -0.449 | -0.464 |
| 9 | -0.392 | -0.037 | -0.747 | -0.465 | -0.446 | -0.466 | -0.447 |
| 10 | -0.335 | 0.03 | -0.701 | -0.46 | -0.43 | -0.453 | -0.423 |
| 11 | -0.29 | 0.094 | -0.674 | -0.443 | -0.421 | -0.431 | -0.409 |
| 12 | -0.292 | 0.109 | -0.694 | -0.413 | -0.398 | -0.399 | -0.385 |
| 13 | -0.268 | 0.147 | -0.683 | -0.374 | -0.351 | -0.363 | -0.34 |
| 14 | -0.303 | 0.122 | -0.728 | -0.384 | -0.368 | -0.373 | -0.358 |
| 15 | -0.145 | 0.295 | -0.585 | -0.418 | -0.44 | -0.405 | -0.427 |
Figure 7: Comparison of the consumption path to Ben Zeev and Pappa, 2017 shock across model assumptions
Notes: Blue solid line shows the empirical impulse response
(shaded region shows 90 percent confidence intervals). Red dashed line
shows the model with MAP estimates of both \(\theta^Y\) and \(\theta^R\) (sticky expectations for both
labor income and interest rates). Yellow dashed line shows the model
with sticky interest-rate expectations only (\(\theta^R\) at MAP, \(\theta^Y = 0\)). Green dot-dash line shows
the model with sticky labor-income expectations only (\(\theta^Y\) at MAP, \(\theta^R = 0\)). Purple dotted line shows
the full-information rational expectations (FIRE) model (\(\theta^Y = \theta^R = 0\)).
| Quarter | Empirical | Empirical_90CI_Upper | Empirical_90CI_Lower | Model_Sticky_Y_and_R | Model_Sticky_Y_only | Model_Sticky_R_only | Model_FIRE |
|---|---|---|---|---|---|---|---|
| 0 | 0.008 | 0.112 | -0.097 | 0.015 | -0.457 | -0.143 | -0.615 |
| 1 | -0.082 | 0.068 | -0.231 | -0.051 | -0.479 | -0.193 | -0.621 |
| 2 | -0.094 | 0.086 | -0.274 | -0.073 | -0.457 | -0.205 | -0.589 |
| 3 | -0.173 | 0.042 | -0.387 | -0.105 | -0.406 | -0.228 | -0.529 |
| 4 | -0.294 | -0.057 | -0.532 | -0.161 | -0.437 | -0.269 | -0.545 |
| 5 | -0.304 | -0.044 | -0.564 | -0.213 | -0.433 | -0.303 | -0.524 |
| 6 | -0.374 | -0.094 | -0.654 | -0.265 | -0.411 | -0.336 | -0.482 |
| 7 | -0.412 | -0.109 | -0.715 | -0.299 | -0.381 | -0.352 | -0.435 |
| 8 | -0.437 | -0.115 | -0.759 | -0.323 | -0.385 | -0.363 | -0.425 |
| 9 | -0.495 | -0.156 | -0.835 | -0.36 | -0.415 | -0.384 | -0.438 |
| 10 | -0.391 | -0.041 | -0.742 | -0.36 | -0.386 | -0.373 | -0.399 |
| 11 | -0.341 | 0.025 | -0.708 | -0.346 | -0.344 | -0.354 | -0.351 |
| 12 | -0.319 | 0.064 | -0.703 | -0.352 | -0.3 | -0.353 | -0.3 |
| 13 | -0.263 | 0.133 | -0.66 | -0.316 | -0.238 | -0.317 | -0.239 |
| 14 | -0.35 | 0.056 | -0.757 | -0.315 | -0.232 | -0.316 | -0.233 |
| 15 | -0.284 | 0.133 | -0.701 | -0.323 | -0.24 | -0.322 | -0.239 |
Figure 8: Posterior distribution for sticky expectations parameters: all
shocks
(a) Interest rate
(b) Aggregate labor income
Notes: Blue solid lines depict the log marginal posterior
density over the support of the estimated parameter. Red vertical solid
lines indicate the posterior mode, and grey shaded areas indicate the 95
percent highest posterior density regions.
(a) Interest rate
| theta_R | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0 | 1 | 0.97 | 1 |
| 0.003 | 0 | 1 | 0.97 | 1 |
| 0.005 | 0 | 1 | 0.97 | 1 |
| 0.008 | 0 | 1 | 0.97 | 1 |
| 0.01 | 0 | 1 | 0.97 | 1 |
| 0.013 | 0 | 1 | 0.97 | 1 |
| 0.015 | 0 | 1 | 0.97 | 1 |
| 0.018 | 0 | 1 | 0.97 | 1 |
| 0.02 | 0 | 1 | 0.97 | 1 |
| 0.023 | 0 | 1 | 0.97 | 1 |
| 0.025 | 0 | 1 | 0.97 | 1 |
| 0.028 | 0 | 1 | 0.97 | 1 |
| 0.03 | 0 | 1 | 0.97 | 1 |
| 0.033 | 0 | 1 | 0.97 | 1 |
| 0.035 | 0 | 1 | 0.97 | 1 |
| 0.038 | 0 | 1 | 0.97 | 1 |
| 0.04 | 0 | 1 | 0.97 | 1 |
| 0.043 | 0 | 1 | 0.97 | 1 |
| 0.045 | 0 | 1 | 0.97 | 1 |
| 0.048 | 0 | 1 | 0.97 | 1 |
| 0.05 | 0 | 1 | 0.97 | 1 |
| 0.053 | 0 | 1 | 0.97 | 1 |
| 0.055 | 0 | 1 | 0.97 | 1 |
| 0.058 | 0 | 1 | 0.97 | 1 |
| 0.06 | 0 | 1 | 0.97 | 1 |
| 0.063 | 0 | 1 | 0.97 | 1 |
| 0.065 | 0 | 1 | 0.97 | 1 |
| 0.068 | 0 | 1 | 0.97 | 1 |
| 0.07 | 0 | 1 | 0.97 | 1 |
| 0.073 | 0 | 1 | 0.97 | 1 |
| 0.075 | 0 | 1 | 0.97 | 1 |
| 0.078 | 0 | 1 | 0.97 | 1 |
| 0.08 | 0 | 1 | 0.97 | 1 |
| 0.083 | 0 | 1 | 0.97 | 1 |
| 0.085 | 0 | 1 | 0.97 | 1 |
| 0.088 | 0 | 1 | 0.97 | 1 |
| 0.09 | 0 | 1 | 0.97 | 1 |
| 0.093 | 0 | 1 | 0.97 | 1 |
| 0.095 | 0 | 1 | 0.97 | 1 |
| 0.098 | 0 | 1 | 0.97 | 1 |
| 0.1 | 0 | 1 | 0.97 | 1 |
| 0.103 | 0 | 1 | 0.97 | 1 |
| 0.105 | 0 | 1 | 0.97 | 1 |
| 0.108 | 0 | 1 | 0.97 | 1 |
| 0.11 | 0 | 1 | 0.97 | 1 |
| 0.113 | 0 | 1 | 0.97 | 1 |
| 0.115 | 0 | 1 | 0.97 | 1 |
| 0.118 | 0 | 1 | 0.97 | 1 |
| 0.12 | 0 | 1 | 0.97 | 1 |
| 0.123 | 0 | 1 | 0.97 | 1 |
| 0.125 | 0 | 1 | 0.97 | 1 |
| 0.128 | 0 | 1 | 0.97 | 1 |
| 0.13 | 0 | 1 | 0.97 | 1 |
| 0.133 | 0 | 1 | 0.97 | 1 |
| 0.135 | 0 | 1 | 0.97 | 1 |
| 0.138 | 0 | 1 | 0.97 | 1 |
| 0.14 | 0 | 1 | 0.97 | 1 |
| 0.143 | 0 | 1 | 0.97 | 1 |
| 0.145 | 0 | 1 | 0.97 | 1 |
| 0.148 | 0 | 1 | 0.97 | 1 |
| 0.15 | 0 | 1 | 0.97 | 1 |
| 0.153 | 0 | 1 | 0.97 | 1 |
| 0.155 | 0 | 1 | 0.97 | 1 |
| 0.158 | 0 | 1 | 0.97 | 1 |
| 0.16 | 0 | 1 | 0.97 | 1 |
| 0.163 | 0 | 1 | 0.97 | 1 |
| 0.165 | 0 | 1 | 0.97 | 1 |
| 0.168 | 0 | 1 | 0.97 | 1 |
| 0.17 | 0 | 1 | 0.97 | 1 |
| 0.173 | 0 | 1 | 0.97 | 1 |
| 0.175 | 0 | 1 | 0.97 | 1 |
| 0.178 | 0 | 1 | 0.97 | 1 |
| 0.18 | 0 | 1 | 0.97 | 1 |
| 0.183 | 0 | 1 | 0.97 | 1 |
| 0.185 | 0 | 1 | 0.97 | 1 |
| 0.188 | 0 | 1 | 0.97 | 1 |
| 0.19 | 0 | 1 | 0.97 | 1 |
| 0.193 | 0 | 1 | 0.97 | 1 |
| 0.195 | 0 | 1 | 0.97 | 1 |
| 0.198 | 0 | 1 | 0.97 | 1 |
| 0.201 | 0 | 1 | 0.97 | 1 |
| 0.203 | 0 | 1 | 0.97 | 1 |
| 0.206 | 0 | 1 | 0.97 | 1 |
| 0.208 | 0 | 1 | 0.97 | 1 |
| 0.211 | 0 | 1 | 0.97 | 1 |
| 0.213 | 0 | 1 | 0.97 | 1 |
| 0.216 | 0 | 1 | 0.97 | 1 |
| 0.218 | 0 | 1 | 0.97 | 1 |
| 0.221 | 0 | 1 | 0.97 | 1 |
| 0.223 | 0 | 1 | 0.97 | 1 |
| 0.226 | 0 | 1 | 0.97 | 1 |
| 0.228 | 0 | 1 | 0.97 | 1 |
| 0.231 | 0 | 1 | 0.97 | 1 |
| 0.233 | 0 | 1 | 0.97 | 1 |
| 0.236 | 0 | 1 | 0.97 | 1 |
| 0.238 | 0 | 1 | 0.97 | 1 |
| 0.241 | 0 | 1 | 0.97 | 1 |
| 0.243 | 0 | 1 | 0.97 | 1 |
| 0.246 | 0 | 1 | 0.97 | 1 |
| 0.248 | 0 | 1 | 0.97 | 1 |
| 0.251 | 0 | 1 | 0.97 | 1 |
| 0.253 | 0 | 1 | 0.97 | 1 |
| 0.256 | 0 | 1 | 0.97 | 1 |
| 0.258 | 0 | 1 | 0.97 | 1 |
| 0.261 | 0 | 1 | 0.97 | 1 |
| 0.263 | 0 | 1 | 0.97 | 1 |
| 0.266 | 0 | 1 | 0.97 | 1 |
| 0.268 | 0 | 1 | 0.97 | 1 |
| 0.271 | 0 | 1 | 0.97 | 1 |
| 0.273 | 0 | 1 | 0.97 | 1 |
| 0.276 | 0 | 1 | 0.97 | 1 |
| 0.278 | 0 | 1 | 0.97 | 1 |
| 0.281 | 0 | 1 | 0.97 | 1 |
| 0.283 | 0 | 1 | 0.97 | 1 |
| 0.286 | 0 | 1 | 0.97 | 1 |
| 0.288 | 0 | 1 | 0.97 | 1 |
| 0.291 | 0 | 1 | 0.97 | 1 |
| 0.293 | 0 | 1 | 0.97 | 1 |
| 0.296 | 0 | 1 | 0.97 | 1 |
| 0.298 | 0 | 1 | 0.97 | 1 |
| 0.301 | 0 | 1 | 0.97 | 1 |
| 0.303 | 0 | 1 | 0.97 | 1 |
| 0.306 | 0 | 1 | 0.97 | 1 |
| 0.308 | 0 | 1 | 0.97 | 1 |
| 0.311 | 0 | 1 | 0.97 | 1 |
| 0.313 | 0 | 1 | 0.97 | 1 |
| 0.316 | 0 | 1 | 0.97 | 1 |
| 0.318 | 0 | 1 | 0.97 | 1 |
| 0.321 | 0 | 1 | 0.97 | 1 |
| 0.323 | 0 | 1 | 0.97 | 1 |
| 0.326 | 0 | 1 | 0.97 | 1 |
| 0.328 | 0 | 1 | 0.97 | 1 |
| 0.331 | 0 | 1 | 0.97 | 1 |
| 0.333 | 0 | 1 | 0.97 | 1 |
| 0.336 | 0 | 1 | 0.97 | 1 |
| 0.338 | 0 | 1 | 0.97 | 1 |
| 0.341 | 0 | 1 | 0.97 | 1 |
| 0.343 | 0 | 1 | 0.97 | 1 |
| 0.346 | 0 | 1 | 0.97 | 1 |
| 0.348 | 0 | 1 | 0.97 | 1 |
| 0.351 | 0 | 1 | 0.97 | 1 |
| 0.353 | 0 | 1 | 0.97 | 1 |
| 0.356 | 0 | 1 | 0.97 | 1 |
| 0.358 | 0 | 1 | 0.97 | 1 |
| 0.361 | 0 | 1 | 0.97 | 1 |
| 0.363 | 0 | 1 | 0.97 | 1 |
| 0.366 | 0 | 1 | 0.97 | 1 |
| 0.368 | 0 | 1 | 0.97 | 1 |
| 0.371 | 0 | 1 | 0.97 | 1 |
| 0.373 | 0 | 1 | 0.97 | 1 |
| 0.376 | 0 | 1 | 0.97 | 1 |
| 0.378 | 0 | 1 | 0.97 | 1 |
| 0.381 | 0 | 1 | 0.97 | 1 |
| 0.383 | 0 | 1 | 0.97 | 1 |
| 0.386 | 0 | 1 | 0.97 | 1 |
| 0.388 | 0 | 1 | 0.97 | 1 |
| 0.391 | 0 | 1 | 0.97 | 1 |
| 0.393 | 0 | 1 | 0.97 | 1 |
| 0.396 | 0 | 1 | 0.97 | 1 |
| 0.398 | 0 | 1 | 0.97 | 1 |
| 0.401 | 0 | 1 | 0.97 | 1 |
| 0.404 | 0 | 1 | 0.97 | 1 |
| 0.406 | 0 | 1 | 0.97 | 1 |
| 0.409 | 0 | 1 | 0.97 | 1 |
| 0.411 | 0 | 1 | 0.97 | 1 |
| 0.414 | 0 | 1 | 0.97 | 1 |
| 0.416 | 0 | 1 | 0.97 | 1 |
| 0.419 | 0 | 1 | 0.97 | 1 |
| 0.421 | 0 | 1 | 0.97 | 1 |
| 0.424 | 0 | 1 | 0.97 | 1 |
| 0.426 | 0 | 1 | 0.97 | 1 |
| 0.429 | 0 | 1 | 0.97 | 1 |
| 0.431 | 0 | 1 | 0.97 | 1 |
| 0.434 | 0 | 1 | 0.97 | 1 |
| 0.436 | 0 | 1 | 0.97 | 1 |
| 0.439 | 0 | 1 | 0.97 | 1 |
| 0.441 | 0 | 1 | 0.97 | 1 |
| 0.444 | 0 | 1 | 0.97 | 1 |
| 0.446 | 0 | 1 | 0.97 | 1 |
| 0.449 | 0 | 1 | 0.97 | 1 |
| 0.451 | 0 | 1 | 0.97 | 1 |
| 0.454 | 0 | 1 | 0.97 | 1 |
| 0.456 | 0 | 1 | 0.97 | 1 |
| 0.459 | 0 | 1 | 0.97 | 1 |
| 0.461 | 0 | 1 | 0.97 | 1 |
| 0.464 | 0 | 1 | 0.97 | 1 |
| 0.466 | 0 | 1 | 0.97 | 1 |
| 0.469 | 0 | 1 | 0.97 | 1 |
| 0.471 | 0 | 1 | 0.97 | 1 |
| 0.474 | 0 | 1 | 0.97 | 1 |
| 0.476 | 0 | 1 | 0.97 | 1 |
| 0.479 | 0 | 1 | 0.97 | 1 |
| 0.481 | 0 | 1 | 0.97 | 1 |
| 0.484 | 0 | 1 | 0.97 | 1 |
| 0.486 | 0 | 1 | 0.97 | 1 |
| 0.489 | 0 | 1 | 0.97 | 1 |
| 0.491 | 0 | 1 | 0.97 | 1 |
| 0.494 | 0 | 1 | 0.97 | 1 |
| 0.496 | 0 | 1 | 0.97 | 1 |
| 0.499 | 0 | 1 | 0.97 | 1 |
| 0.501 | 0 | 1 | 0.97 | 1 |
| 0.504 | 0 | 1 | 0.97 | 1 |
| 0.506 | 0 | 1 | 0.97 | 1 |
| 0.509 | 0 | 1 | 0.97 | 1 |
| 0.511 | 0 | 1 | 0.97 | 1 |
| 0.514 | 0 | 1 | 0.97 | 1 |
| 0.516 | 0 | 1 | 0.97 | 1 |
| 0.519 | 0 | 1 | 0.97 | 1 |
| 0.521 | 0 | 1 | 0.97 | 1 |
| 0.524 | 0 | 1 | 0.97 | 1 |
| 0.526 | 0 | 1 | 0.97 | 1 |
| 0.529 | 0 | 1 | 0.97 | 1 |
| 0.531 | 0 | 1 | 0.97 | 1 |
| 0.534 | 0 | 1 | 0.97 | 1 |
| 0.536 | 0 | 1 | 0.97 | 1 |
| 0.539 | 0 | 1 | 0.97 | 1 |
| 0.541 | 0 | 1 | 0.97 | 1 |
| 0.544 | 0 | 1 | 0.97 | 1 |
| 0.546 | 0 | 1 | 0.97 | 1 |
| 0.549 | 0 | 1 | 0.97 | 1 |
| 0.551 | 0 | 1 | 0.97 | 1 |
| 0.554 | 0 | 1 | 0.97 | 1 |
| 0.556 | 0 | 1 | 0.97 | 1 |
| 0.559 | 0 | 1 | 0.97 | 1 |
| 0.561 | 0 | 1 | 0.97 | 1 |
| 0.564 | 0 | 1 | 0.97 | 1 |
| 0.566 | 0 | 1 | 0.97 | 1 |
| 0.569 | 0 | 1 | 0.97 | 1 |
| 0.571 | 0 | 1 | 0.97 | 1 |
| 0.574 | 0 | 1 | 0.97 | 1 |
| 0.576 | 0 | 1 | 0.97 | 1 |
| 0.579 | 0 | 1 | 0.97 | 1 |
| 0.581 | 0 | 1 | 0.97 | 1 |
| 0.584 | 0 | 1 | 0.97 | 1 |
| 0.586 | 0 | 1 | 0.97 | 1 |
| 0.589 | 0 | 1 | 0.97 | 1 |
| 0.591 | 0 | 1 | 0.97 | 1 |
| 0.594 | 0 | 1 | 0.97 | 1 |
| 0.596 | 0 | 1 | 0.97 | 1 |
| 0.599 | 0 | 1 | 0.97 | 1 |
| 0.602 | 0 | 1 | 0.97 | 1 |
| 0.604 | 0 | 1 | 0.97 | 1 |
| 0.607 | 0 | 1 | 0.97 | 1 |
| 0.609 | 0 | 1 | 0.97 | 1 |
| 0.612 | 0 | 1 | 0.97 | 1 |
| 0.614 | 0 | 1 | 0.97 | 1 |
| 0.617 | 0 | 1 | 0.97 | 1 |
| 0.619 | 0 | 1 | 0.97 | 1 |
| 0.622 | 0 | 1 | 0.97 | 1 |
| 0.624 | 0 | 1 | 0.97 | 1 |
| 0.627 | 0 | 1 | 0.97 | 1 |
| 0.629 | 0 | 1 | 0.97 | 1 |
| 0.632 | 0 | 1 | 0.97 | 1 |
| 0.634 | 0 | 1 | 0.97 | 1 |
| 0.637 | 0 | 1 | 0.97 | 1 |
| 0.639 | 0 | 1 | 0.97 | 1 |
| 0.642 | 0 | 1 | 0.97 | 1 |
| 0.644 | 0 | 1 | 0.97 | 1 |
| 0.647 | 0 | 1 | 0.97 | 1 |
| 0.649 | 0 | 1 | 0.97 | 1 |
| 0.652 | 0 | 1 | 0.97 | 1 |
| 0.654 | 0 | 1 | 0.97 | 1 |
| 0.657 | 0 | 1 | 0.97 | 1 |
| 0.659 | 0 | 1 | 0.97 | 1 |
| 0.662 | 0 | 1 | 0.97 | 1 |
| 0.664 | 0 | 1 | 0.97 | 1 |
| 0.667 | 0 | 1 | 0.97 | 1 |
| 0.669 | 0 | 1 | 0.97 | 1 |
| 0.672 | 0 | 1 | 0.97 | 1 |
| 0.674 | 0 | 1 | 0.97 | 1 |
| 0.677 | 0 | 1 | 0.97 | 1 |
| 0.679 | 0 | 1 | 0.97 | 1 |
| 0.682 | 0 | 1 | 0.97 | 1 |
| 0.684 | 0 | 1 | 0.97 | 1 |
| 0.687 | 0 | 1 | 0.97 | 1 |
| 0.689 | 0 | 1 | 0.97 | 1 |
| 0.692 | 0 | 1 | 0.97 | 1 |
| 0.694 | 0 | 1 | 0.97 | 1 |
| 0.697 | 0 | 1 | 0.97 | 1 |
| 0.699 | 0 | 1 | 0.97 | 1 |
| 0.702 | 0 | 1 | 0.97 | 1 |
| 0.704 | 0 | 1 | 0.97 | 1 |
| 0.707 | 0 | 1 | 0.97 | 1 |
| 0.709 | 0 | 1 | 0.97 | 1 |
| 0.712 | 0 | 1 | 0.97 | 1 |
| 0.714 | 0 | 1 | 0.97 | 1 |
| 0.717 | 0 | 1 | 0.97 | 1 |
| 0.719 | 0 | 1 | 0.97 | 1 |
| 0.722 | 0 | 1 | 0.97 | 1 |
| 0.724 | 0 | 1 | 0.97 | 1 |
| 0.727 | 0 | 1 | 0.97 | 1 |
| 0.729 | 0 | 1 | 0.97 | 1 |
| 0.732 | 0 | 1 | 0.97 | 1 |
| 0.734 | 0 | 1 | 0.97 | 1 |
| 0.737 | 0 | 1 | 0.97 | 1 |
| 0.739 | 0 | 1 | 0.97 | 1 |
| 0.742 | 0 | 1 | 0.97 | 1 |
| 0.744 | 0 | 1 | 0.97 | 1 |
| 0.747 | 0 | 1 | 0.97 | 1 |
| 0.749 | 0 | 1 | 0.97 | 1 |
| 0.752 | 0 | 1 | 0.97 | 1 |
| 0.754 | 0 | 1 | 0.97 | 1 |
| 0.757 | 0 | 1 | 0.97 | 1 |
| 0.759 | 0 | 1 | 0.97 | 1 |
| 0.762 | 0 | 1 | 0.97 | 1 |
| 0.764 | 0 | 1 | 0.97 | 1 |
| 0.767 | 0 | 1 | 0.97 | 1 |
| 0.769 | 0 | 1 | 0.97 | 1 |
| 0.772 | 0 | 1 | 0.97 | 1 |
| 0.774 | 0 | 1 | 0.97 | 1 |
| 0.777 | 0 | 1 | 0.97 | 1 |
| 0.779 | 0 | 1 | 0.97 | 1 |
| 0.782 | 0 | 1 | 0.97 | 1 |
| 0.784 | 0 | 1 | 0.97 | 1 |
| 0.787 | 0 | 1 | 0.97 | 1 |
| 0.789 | 0 | 1 | 0.97 | 1 |
| 0.792 | 0 | 1 | 0.97 | 1 |
| 0.794 | 0 | 1 | 0.97 | 1 |
| 0.797 | 0 | 1 | 0.97 | 1 |
| 0.799 | 0 | 1 | 0.97 | 1 |
| 0.802 | 0 | 1 | 0.97 | 1 |
| 0.805 | 0 | 1 | 0.97 | 1 |
| 0.807 | 0 | 1 | 0.97 | 1 |
| 0.81 | 0 | 1 | 0.97 | 1 |
| 0.812 | 0 | 1 | 0.97 | 1 |
| 0.815 | 0 | 1 | 0.97 | 1 |
| 0.817 | 0 | 1 | 0.97 | 1 |
| 0.82 | 0 | 1 | 0.97 | 1 |
| 0.822 | 0 | 1 | 0.97 | 1 |
| 0.825 | 0 | 1 | 0.97 | 1 |
| 0.827 | 0 | 1 | 0.97 | 1 |
| 0.83 | 0 | 1 | 0.97 | 1 |
| 0.832 | 0 | 1 | 0.97 | 1 |
| 0.835 | 0 | 1 | 0.97 | 1 |
| 0.837 | 0 | 1 | 0.97 | 1 |
| 0.84 | 0 | 1 | 0.97 | 1 |
| 0.842 | 0 | 1 | 0.97 | 1 |
| 0.845 | 0 | 1 | 0.97 | 1 |
| 0.847 | 0 | 1 | 0.97 | 1 |
| 0.85 | 0 | 1 | 0.97 | 1 |
| 0.852 | 0 | 1 | 0.97 | 1 |
| 0.855 | 0 | 1 | 0.97 | 1 |
| 0.857 | 0.001 | 1 | 0.97 | 1 |
| 0.86 | 0.001 | 1 | 0.97 | 1 |
| 0.862 | 0.001 | 1 | 0.97 | 1 |
| 0.865 | 0.001 | 1 | 0.97 | 1 |
| 0.867 | 0.001 | 1 | 0.97 | 1 |
| 0.87 | 0.001 | 1 | 0.97 | 1 |
| 0.872 | 0.001 | 1 | 0.97 | 1 |
| 0.875 | 0.001 | 1 | 0.97 | 1 |
| 0.877 | 0.002 | 1 | 0.97 | 1 |
| 0.88 | 0.002 | 1 | 0.97 | 1 |
| 0.882 | 0.002 | 1 | 0.97 | 1 |
| 0.885 | 0.003 | 1 | 0.97 | 1 |
| 0.887 | 0.003 | 1 | 0.97 | 1 |
| 0.89 | 0.004 | 1 | 0.97 | 1 |
| 0.892 | 0.005 | 1 | 0.97 | 1 |
| 0.895 | 0.005 | 1 | 0.97 | 1 |
| 0.897 | 0.007 | 1 | 0.97 | 1 |
| 0.9 | 0.008 | 1 | 0.97 | 1 |
| 0.902 | 0.009 | 1 | 0.97 | 1 |
| 0.905 | 0.011 | 1 | 0.97 | 1 |
| 0.907 | 0.014 | 1 | 0.97 | 1 |
| 0.91 | 0.017 | 1 | 0.97 | 1 |
| 0.912 | 0.021 | 1 | 0.97 | 1 |
| 0.915 | 0.025 | 1 | 0.97 | 1 |
| 0.917 | 0.031 | 1 | 0.97 | 1 |
| 0.92 | 0.039 | 1 | 0.97 | 1 |
| 0.922 | 0.048 | 1 | 0.97 | 1 |
| 0.925 | 0.06 | 1 | 0.97 | 1 |
| 0.927 | 0.074 | 1 | 0.97 | 1 |
| 0.93 | 0.093 | 1 | 0.97 | 1 |
| 0.932 | 0.118 | 1 | 0.97 | 1 |
| 0.935 | 0.149 | 1 | 0.97 | 1 |
| 0.937 | 0.188 | 1 | 0.97 | 1 |
| 0.94 | 0.24 | 1 | 0.97 | 1 |
| 0.942 | 0.306 | 1 | 0.97 | 1 |
| 0.945 | 0.391 | 1 | 0.97 | 1 |
| 0.947 | 0.502 | 1 | 0.97 | 1 |
| 0.95 | 0.646 | 1 | 0.97 | 1 |
| 0.952 | 0.833 | 1 | 0.97 | 1 |
| 0.955 | 1.076 | 1 | 0.97 | 1 |
| 0.957 | 1.391 | 1 | 0.97 | 1 |
| 0.96 | 1.802 | 1 | 0.97 | 1 |
| 0.962 | 2.336 | 1 | 0.97 | 1 |
| 0.965 | 3.029 | 1 | 0.97 | 1 |
| 0.967 | 3.926 | 1 | 0.97 | 1 |
| 0.97 | 5.083 | 1 | 0.97 | 1 |
| 0.972 | 6.57 | 1 | 0.97 | 1 |
| 0.975 | 8.472 | 1 | 0.97 | 1 |
| 0.977 | 10.888 | 1 | 0.97 | 1 |
| 0.98 | 13.934 | 1 | 0.97 | 1 |
| 0.982 | 17.738 | 1 | 0.97 | 1 |
| 0.985 | 22.437 | 1 | 0.97 | 1 |
| 0.987 | 28.166 | 1 | 0.97 | 1 |
| 0.99 | 35.043 | 1 | 0.97 | 1 |
| 0.992 | 43.152 | 1 | 0.97 | 1 |
| 0.995 | 52.51 | 1 | 0.97 | 1 |
| 0.997 | 63.041 | 1 | 0.97 | 1 |
| 1 | 74.541 | 1 | 0.97 | 1 |
(b) Aggregate labor income
| theta_Y | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.014 | 0.714 | 0.388 | 0.878 |
| 0.02 | 0.017 | 0.714 | 0.388 | 0.878 |
| 0.041 | 0.02 | 0.714 | 0.388 | 0.878 |
| 0.061 | 0.023 | 0.714 | 0.388 | 0.878 |
| 0.082 | 0.028 | 0.714 | 0.388 | 0.878 |
| 0.102 | 0.033 | 0.714 | 0.388 | 0.878 |
| 0.122 | 0.039 | 0.714 | 0.388 | 0.878 |
| 0.143 | 0.046 | 0.714 | 0.388 | 0.878 |
| 0.163 | 0.055 | 0.714 | 0.388 | 0.878 |
| 0.184 | 0.065 | 0.714 | 0.388 | 0.878 |
| 0.204 | 0.078 | 0.714 | 0.388 | 0.878 |
| 0.224 | 0.093 | 0.714 | 0.388 | 0.878 |
| 0.245 | 0.111 | 0.714 | 0.388 | 0.878 |
| 0.265 | 0.133 | 0.714 | 0.388 | 0.878 |
| 0.286 | 0.16 | 0.714 | 0.388 | 0.878 |
| 0.306 | 0.192 | 0.714 | 0.388 | 0.878 |
| 0.327 | 0.231 | 0.714 | 0.388 | 0.878 |
| 0.347 | 0.279 | 0.714 | 0.388 | 0.878 |
| 0.367 | 0.335 | 0.714 | 0.388 | 0.878 |
| 0.388 | 0.404 | 0.714 | 0.388 | 0.878 |
| 0.408 | 0.486 | 0.714 | 0.388 | 0.878 |
| 0.429 | 0.584 | 0.714 | 0.388 | 0.878 |
| 0.449 | 0.7 | 0.714 | 0.388 | 0.878 |
| 0.469 | 0.838 | 0.714 | 0.388 | 0.878 |
| 0.49 | 0.999 | 0.714 | 0.388 | 0.878 |
| 0.51 | 1.187 | 0.714 | 0.388 | 0.878 |
| 0.531 | 1.401 | 0.714 | 0.388 | 0.878 |
| 0.551 | 1.643 | 0.714 | 0.388 | 0.878 |
| 0.571 | 1.91 | 0.714 | 0.388 | 0.878 |
| 0.592 | 2.197 | 0.714 | 0.388 | 0.878 |
| 0.612 | 2.497 | 0.714 | 0.388 | 0.878 |
| 0.633 | 2.795 | 0.714 | 0.388 | 0.878 |
| 0.653 | 3.072 | 0.714 | 0.388 | 0.878 |
| 0.673 | 3.303 | 0.714 | 0.388 | 0.878 |
| 0.694 | 3.46 | 0.714 | 0.388 | 0.878 |
| 0.714 | 3.511 | 0.714 | 0.388 | 0.878 |
| 0.735 | 3.429 | 0.714 | 0.388 | 0.878 |
| 0.755 | 3.196 | 0.714 | 0.388 | 0.878 |
| 0.776 | 2.816 | 0.714 | 0.388 | 0.878 |
| 0.796 | 2.317 | 0.714 | 0.388 | 0.878 |
| 0.816 | 1.753 | 0.714 | 0.388 | 0.878 |
| 0.837 | 1.198 | 0.714 | 0.388 | 0.878 |
| 0.857 | 0.725 | 0.714 | 0.388 | 0.878 |
| 0.878 | 0.379 | 0.714 | 0.388 | 0.878 |
| 0.898 | 0.166 | 0.714 | 0.388 | 0.878 |
| 0.918 | 0.06 | 0.714 | 0.388 | 0.878 |
| 0.939 | 0.017 | 0.714 | 0.388 | 0.878 |
| 0.959 | 0.004 | 0.714 | 0.388 | 0.878 |
| 0.98 | 0.001 | 0.714 | 0.388 | 0.878 |
| 1 | 0 | 0.714 | 0.388 | 0.878 |
Figure 9: Eighth column of the interest rate Jacobian in four structural
models
Notes: The figure plots column 8 of the interest rate
Jacobian (\(\mathcal{J}^{C,R}_{h,8}\))
for four structural models: the baseline full-information rational
expectations (FIRE) model, the sticky expectations model with \(\theta^R = 0.8\), a finite horizon planning
model, and a myopia model. Each curve shows the consumption response at
horizon \(h\) to an interest rate
change at horizon \(s = 8\). The black
dotted lines show the corresponding basis function approximations using
the tensor-product B-spline parameterization. All models exhibit smooth
behavior within the causal (\(h \geq
s\)) and anticipatory (\(h <
s\)) regions, with a structural break at the diagonal—the minimal
regularity encoded in the basis.
| Response_Horizon | FIRE | FIRE_Basis_Approx | Sticky_Expectations | Sticky_Basis_Approx | Finite_Horizon_Planning | FHP_Basis_Approx | Myopia | Myopia_Basis_Approx |
|---|---|---|---|---|---|---|---|---|
| 0 | -0.071 | -0.071 | -0.014 | -0.014 | -0 | -0 | -0.035 | -0.035 |
| 1 | -0.072 | -0.072 | -0.026 | -0.026 | -0.001 | -0.001 | -0.036 | -0.036 |
| 2 | -0.074 | -0.074 | -0.037 | -0.037 | -0.002 | -0.001 | -0.037 | -0.037 |
| 3 | -0.076 | -0.076 | -0.048 | -0.047 | -0.005 | -0.003 | -0.038 | -0.038 |
| 4 | -0.08 | -0.08 | -0.058 | -0.057 | -0.011 | -0.01 | -0.04 | -0.04 |
| 5 | -0.086 | -0.085 | -0.068 | -0.068 | -0.023 | -0.023 | -0.043 | -0.043 |
| 6 | -0.093 | -0.093 | -0.08 | -0.08 | -0.049 | -0.048 | -0.047 | -0.047 |
| 7 | -0.108 | -0.108 | -0.097 | -0.097 | -0.097 | -0.097 | -0.054 | -0.054 |
| 8 | 0.095 | 0.095 | 0.079 | 0.079 | 0.062 | 0.062 | 0.067 | 0.067 |
| 9 | 0.082 | 0.082 | 0.069 | 0.069 | 0.055 | 0.055 | 0.06 | 0.06 |
| 10 | 0.073 | 0.073 | 0.062 | 0.062 | 0.049 | 0.049 | 0.055 | 0.055 |
| 11 | 0.066 | 0.066 | 0.056 | 0.056 | 0.045 | 0.045 | 0.05 | 0.05 |
| 12 | 0.061 | 0.06 | 0.052 | 0.052 | 0.042 | 0.042 | 0.047 | 0.047 |
| 13 | 0.056 | 0.056 | 0.048 | 0.048 | 0.04 | 0.04 | 0.044 | 0.044 |
| 14 | 0.052 | 0.053 | 0.045 | 0.045 | 0.038 | 0.038 | 0.042 | 0.042 |
| 15 | 0.049 | 0.049 | 0.043 | 0.043 | 0.036 | 0.036 | 0.04 | 0.04 |
Figure 10: Estimated interest rate Jacobians
(a) FIRE model
(b) Non-parametrically estimated model
Notes: The figure plots the interest rate Jacobian \(\mathcal{J}^{C,R}_{h,s}\), showing the
consumption response at horizon \(h\)
to an interest rate change at horizon \(s\). Panel (a) shows the FIRE model, which
serves as the prior mean. Panel (b) shows the posterior mean Jacobian
estimated using all ten shocks jointly.
(a) FIRE model
| Response_Horizon | Shock_Horizon | Jacobian_Value_pct |
|---|---|---|
| 0 | 0 | 0.039 |
| 0 | 1 | -0.149 |
| 0 | 2 | -0.124 |
| 0 | 3 | -0.109 |
| 0 | 4 | -0.097 |
| 0 | 5 | -0.088 |
| 0 | 6 | -0.081 |
| 0 | 7 | -0.075 |
| 0 | 8 | -0.071 |
| 1 | 0 | 0.038 |
| 1 | 1 | 0.061 |
| 1 | 2 | -0.134 |
| 1 | 3 | -0.113 |
| 1 | 4 | -0.101 |
| 1 | 5 | -0.091 |
| 1 | 6 | -0.083 |
| 1 | 7 | -0.077 |
| 1 | 8 | -0.072 |
| 2 | 0 | 0.036 |
| 2 | 1 | 0.053 |
| 2 | 2 | 0.072 |
| 2 | 3 | -0.126 |
| 2 | 4 | -0.107 |
| 2 | 5 | -0.095 |
| 2 | 6 | -0.086 |
| 2 | 7 | -0.079 |
| 2 | 8 | -0.074 |
| 3 | 0 | 0.035 |
| 3 | 1 | 0.048 |
| 3 | 2 | 0.062 |
| 3 | 3 | 0.079 |
| 3 | 4 | -0.12 |
| 3 | 5 | -0.102 |
| 3 | 6 | -0.091 |
| 3 | 7 | -0.083 |
| 3 | 8 | -0.076 |
| 4 | 0 | 0.033 |
| 4 | 1 | 0.044 |
| 4 | 2 | 0.055 |
| 4 | 3 | 0.068 |
| 4 | 4 | 0.084 |
| 4 | 5 | -0.116 |
| 4 | 6 | -0.098 |
| 4 | 7 | -0.088 |
| 4 | 8 | -0.08 |
| 5 | 0 | 0.032 |
| 5 | 1 | 0.041 |
| 5 | 2 | 0.05 |
| 5 | 3 | 0.06 |
| 5 | 4 | 0.072 |
| 5 | 5 | 0.088 |
| 5 | 6 | -0.113 |
| 5 | 7 | -0.096 |
| 5 | 8 | -0.086 |
| 6 | 0 | 0.031 |
| 6 | 1 | 0.038 |
| 6 | 2 | 0.046 |
| 6 | 3 | 0.054 |
| 6 | 4 | 0.064 |
| 6 | 5 | 0.076 |
| 6 | 6 | 0.091 |
| 6 | 7 | -0.11 |
| 6 | 8 | -0.093 |
| 7 | 0 | 0.03 |
| 7 | 1 | 0.036 |
| 7 | 2 | 0.043 |
| 7 | 3 | 0.05 |
| 7 | 4 | 0.058 |
| 7 | 5 | 0.067 |
| 7 | 6 | 0.078 |
| 7 | 7 | 0.093 |
| 7 | 8 | -0.108 |
| 8 | 0 | 0.029 |
| 8 | 1 | 0.034 |
| 8 | 2 | 0.04 |
| 8 | 3 | 0.046 |
| 8 | 4 | 0.053 |
| 8 | 5 | 0.06 |
| 8 | 6 | 0.069 |
| 8 | 7 | 0.08 |
| 8 | 8 | 0.095 |
(b) Non-parametrically estimated model
| Response_Horizon | Shock_Horizon | Jacobian_Value_pct |
|---|---|---|
| 0 | 0 | -0.018 |
| 0 | 1 | -0.081 |
| 0 | 2 | -0.048 |
| 0 | 3 | -0.03 |
| 0 | 4 | -0.024 |
| 0 | 5 | -0.023 |
| 0 | 6 | -0.022 |
| 0 | 7 | -0.022 |
| 0 | 8 | -0.021 |
| 1 | 0 | -0.022 |
| 1 | 1 | 0.011 |
| 1 | 2 | -0.07 |
| 1 | 3 | -0.042 |
| 1 | 4 | -0.027 |
| 1 | 5 | -0.02 |
| 1 | 6 | -0.015 |
| 1 | 7 | -0.012 |
| 1 | 8 | -0.011 |
| 2 | 0 | -0.023 |
| 2 | 1 | -0.007 |
| 2 | 2 | 0.014 |
| 2 | 3 | -0.062 |
| 2 | 4 | -0.037 |
| 2 | 5 | -0.022 |
| 2 | 6 | -0.013 |
| 2 | 7 | -0.008 |
| 2 | 8 | -0.005 |
| 3 | 0 | -0.021 |
| 3 | 1 | -0.018 |
| 3 | 2 | -0.006 |
| 3 | 3 | 0.014 |
| 3 | 4 | -0.055 |
| 3 | 5 | -0.032 |
| 3 | 6 | -0.017 |
| 3 | 7 | -0.008 |
| 3 | 8 | -0.004 |
| 4 | 0 | -0.019 |
| 4 | 1 | -0.023 |
| 4 | 2 | -0.019 |
| 4 | 3 | -0.005 |
| 4 | 4 | 0.016 |
| 4 | 5 | -0.048 |
| 4 | 6 | -0.027 |
| 4 | 7 | -0.012 |
| 4 | 8 | -0.005 |
| 5 | 0 | -0.016 |
| 5 | 1 | -0.026 |
| 5 | 2 | -0.026 |
| 5 | 3 | -0.018 |
| 5 | 4 | -0.002 |
| 5 | 5 | 0.02 |
| 5 | 6 | -0.042 |
| 5 | 7 | -0.02 |
| 5 | 8 | -0.007 |
| 6 | 0 | -0.014 |
| 6 | 1 | -0.028 |
| 6 | 2 | -0.032 |
| 6 | 3 | -0.028 |
| 6 | 4 | -0.017 |
| 6 | 5 | 0.001 |
| 6 | 6 | 0.025 |
| 6 | 7 | -0.033 |
| 6 | 8 | -0.012 |
| 7 | 0 | -0.012 |
| 7 | 1 | -0.029 |
| 7 | 2 | -0.037 |
| 7 | 3 | -0.036 |
| 7 | 4 | -0.027 |
| 7 | 5 | -0.012 |
| 7 | 6 | 0.008 |
| 7 | 7 | 0.034 |
| 7 | 8 | -0.023 |
| 8 | 0 | -0.011 |
| 8 | 1 | -0.03 |
| 8 | 2 | -0.039 |
| 8 | 3 | -0.04 |
| 8 | 4 | -0.033 |
| 8 | 5 | -0.02 |
| 8 | 6 | -0.002 |
| 8 | 7 | 0.021 |
| 8 | 8 | 0.05 |
Figure 11: Non-parametric estimate of the consumption response to a real
interest rate shock
Notes: The figure plots the prior and posterior
distributions of the consumption response to an exponentially decaying
real interest rate shock (1 percentage point on impact, 4-quarter
half-life), computed from the non-parametric interest rate Jacobian
estimated using all ten shocks. The Jacobian is parameterized using a
tensor-product B-spline basis with separate expansions for the
lower-triangular (causal) and upper-triangular (anticipatory) regions.
The orange shaded region is the 95% prior credible interval, centered on
the structural model’s prediction. The blue shaded region is the 95%
posterior credible interval, with the posterior mean shown in the solid
blue line. The green dotted line shows the structural model’s prediction
under full-information rational expectations (\(\theta^R = 0\)).
| Quarter | FIRE_Model | Prior_Mean | Prior_95CI_Upper | Prior_95CI_Lower | Posterior_Mean | Posterior_95CI_Upper | Posterior_95CI_Lower |
|---|---|---|---|---|---|---|---|
| 0 | -0.612 | -0.685 | 1.499 | -2.869 | -0.088 | 0.262 | -0.437 |
| 1 | -0.441 | -0.515 | 0.82 | -1.85 | -0.003 | 0.283 | -0.29 |
| 2 | -0.308 | -0.383 | 0.865 | -1.63 | 0.031 | 0.313 | -0.252 |
| 3 | -0.203 | -0.28 | 0.96 | -1.52 | 0.033 | 0.319 | -0.253 |
| 4 | -0.119 | -0.199 | 1.024 | -1.423 | 0.021 | 0.308 | -0.267 |
| 5 | -0.052 | -0.135 | 1.107 | -1.378 | 0.006 | 0.296 | -0.285 |
| 6 | 0.003 | -0.085 | 1.18 | -1.35 | -0.007 | 0.283 | -0.298 |
| 7 | 0.051 | -0.046 | 1.226 | -1.318 | -0.016 | 0.267 | -0.3 |
Figure 12: Impulse responses to Romer and Romer (2004)
shock
| Quarter | C_IRF | C_SE | C_90CI_Upper | C_90CI_Lower | Y_earned_IRF | Y_earned_SE | Y_earned_90CI_Upper | Y_earned_90CI_Lower | R_IRF | R_SE | R_90CI_Upper | R_90CI_Lower | S_IRF | S_SE | S_90CI_Upper | S_90CI_Lower |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.033 | 0.066 | 0.142 | -0.075 | -0.058 | 0.144 | 0.18 | -0.295 | 0.862 | 0.053 | 0.949 | 0.775 | -5.4 | 1.84 | -2.374 | -8.427 |
| 1 | -0.093 | 0.094 | 0.062 | -0.248 | -0.178 | 0.162 | 0.089 | -0.445 | 0.751 | 0.093 | 0.903 | 0.599 | -0.928 | 1.84 | 2.098 | -3.955 |
| 2 | -0.234 | 0.113 | -0.047 | -0.42 | -0.225 | 0.181 | 0.073 | -0.523 | 0.406 | 0.11 | 0.587 | 0.226 | -1.923 | 1.823 | 1.076 | -4.923 |
| 3 | -0.348 | 0.136 | -0.125 | -0.571 | -0.37 | 0.252 | 0.045 | -0.785 | 0.577 | 0.12 | 0.775 | 0.38 | 0.335 | 1.954 | 3.549 | -2.879 |
| 4 | -0.356 | 0.152 | -0.107 | -0.606 | -0.45 | 0.273 | -0.002 | -0.899 | 0.323 | 0.137 | 0.549 | 0.098 | -0.251 | 1.892 | 2.861 | -3.362 |
| 5 | -0.368 | 0.166 | -0.094 | -0.641 | -0.511 | 0.277 | -0.056 | -0.967 | 0.607 | 0.144 | 0.844 | 0.37 | 0.549 | 1.951 | 3.758 | -2.66 |
| 6 | -0.402 | 0.18 | -0.107 | -0.698 | -0.61 | 0.289 | -0.136 | -1.085 | 0.41 | 0.153 | 0.661 | 0.158 | -2.371 | 1.981 | 0.888 | -5.63 |
| 7 | -0.419 | 0.195 | -0.099 | -0.739 | -0.619 | 0.289 | -0.143 | -1.095 | 0.051 | 0.156 | 0.307 | -0.205 | 2.305 | 1.866 | 5.375 | -0.765 |
| 8 | -0.328 | 0.206 | 0.012 | -0.667 | -0.556 | 0.29 | -0.078 | -1.033 | 0.097 | 0.159 | 0.358 | -0.165 | 1.105 | 1.868 | 4.178 | -1.968 |
| 9 | -0.392 | 0.216 | -0.037 | -0.747 | -0.641 | 0.298 | -0.152 | -1.131 | 0.209 | 0.165 | 0.48 | -0.062 | -1.497 | 1.811 | 1.482 | -4.476 |
| 10 | -0.335 | 0.222 | 0.03 | -0.701 | -0.582 | 0.311 | -0.071 | -1.093 | 0.095 | 0.169 | 0.373 | -0.182 | 0.725 | 1.906 | 3.86 | -2.41 |
| 11 | -0.29 | 0.233 | 0.094 | -0.674 | -0.499 | 0.317 | 0.022 | -1.02 | -0.007 | 0.169 | 0.272 | -0.285 | 0.184 | 1.983 | 3.446 | -3.079 |
| 12 | -0.292 | 0.244 | 0.109 | -0.694 | -0.378 | 0.326 | 0.158 | -0.914 | -0.009 | 0.168 | 0.268 | -0.285 | -0.934 | 1.888 | 2.172 | -4.04 |
| 13 | -0.268 | 0.252 | 0.147 | -0.683 | -0.22 | 0.334 | 0.329 | -0.768 | 0.057 | 0.164 | 0.327 | -0.213 | -0.487 | 1.796 | 2.468 | -3.441 |
| 14 | -0.303 | 0.258 | 0.122 | -0.728 | -0.285 | 0.34 | 0.275 | -0.845 | -0.032 | 0.16 | 0.231 | -0.295 | -0.546 | 1.914 | 2.603 | -3.695 |
| 15 | -0.145 | 0.268 | 0.295 | -0.585 | -0.44 | 0.305 | 0.062 | -0.942 | -0.169 | 0.159 | 0.093 | -0.431 | 1.864 | 1.797 | 4.82 | -1.092 |
Figure 13:
(a) Interest rate
(b) Aggregate labor income
(a) Interest rate
| theta_R | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.004 | 1 | 0.764 | 1 |
| 0.003 | 0.004 | 1 | 0.764 | 1 |
| 0.005 | 0.004 | 1 | 0.764 | 1 |
| 0.008 | 0.004 | 1 | 0.764 | 1 |
| 0.01 | 0.004 | 1 | 0.764 | 1 |
| 0.013 | 0.004 | 1 | 0.764 | 1 |
| 0.015 | 0.004 | 1 | 0.764 | 1 |
| 0.018 | 0.004 | 1 | 0.764 | 1 |
| 0.02 | 0.004 | 1 | 0.764 | 1 |
| 0.023 | 0.004 | 1 | 0.764 | 1 |
| 0.025 | 0.004 | 1 | 0.764 | 1 |
| 0.028 | 0.004 | 1 | 0.764 | 1 |
| 0.03 | 0.004 | 1 | 0.764 | 1 |
| 0.033 | 0.004 | 1 | 0.764 | 1 |
| 0.035 | 0.004 | 1 | 0.764 | 1 |
| 0.038 | 0.004 | 1 | 0.764 | 1 |
| 0.04 | 0.004 | 1 | 0.764 | 1 |
| 0.043 | 0.005 | 1 | 0.764 | 1 |
| 0.045 | 0.005 | 1 | 0.764 | 1 |
| 0.048 | 0.005 | 1 | 0.764 | 1 |
| 0.05 | 0.005 | 1 | 0.764 | 1 |
| 0.053 | 0.005 | 1 | 0.764 | 1 |
| 0.055 | 0.005 | 1 | 0.764 | 1 |
| 0.058 | 0.005 | 1 | 0.764 | 1 |
| 0.06 | 0.005 | 1 | 0.764 | 1 |
| 0.063 | 0.005 | 1 | 0.764 | 1 |
| 0.065 | 0.005 | 1 | 0.764 | 1 |
| 0.068 | 0.005 | 1 | 0.764 | 1 |
| 0.07 | 0.005 | 1 | 0.764 | 1 |
| 0.073 | 0.005 | 1 | 0.764 | 1 |
| 0.075 | 0.005 | 1 | 0.764 | 1 |
| 0.078 | 0.005 | 1 | 0.764 | 1 |
| 0.08 | 0.005 | 1 | 0.764 | 1 |
| 0.083 | 0.005 | 1 | 0.764 | 1 |
| 0.085 | 0.005 | 1 | 0.764 | 1 |
| 0.088 | 0.005 | 1 | 0.764 | 1 |
| 0.09 | 0.005 | 1 | 0.764 | 1 |
| 0.093 | 0.005 | 1 | 0.764 | 1 |
| 0.095 | 0.006 | 1 | 0.764 | 1 |
| 0.098 | 0.006 | 1 | 0.764 | 1 |
| 0.1 | 0.006 | 1 | 0.764 | 1 |
| 0.103 | 0.006 | 1 | 0.764 | 1 |
| 0.105 | 0.006 | 1 | 0.764 | 1 |
| 0.108 | 0.006 | 1 | 0.764 | 1 |
| 0.11 | 0.006 | 1 | 0.764 | 1 |
| 0.113 | 0.006 | 1 | 0.764 | 1 |
| 0.115 | 0.006 | 1 | 0.764 | 1 |
| 0.118 | 0.006 | 1 | 0.764 | 1 |
| 0.12 | 0.006 | 1 | 0.764 | 1 |
| 0.123 | 0.006 | 1 | 0.764 | 1 |
| 0.125 | 0.006 | 1 | 0.764 | 1 |
| 0.128 | 0.006 | 1 | 0.764 | 1 |
| 0.13 | 0.006 | 1 | 0.764 | 1 |
| 0.133 | 0.006 | 1 | 0.764 | 1 |
| 0.135 | 0.007 | 1 | 0.764 | 1 |
| 0.138 | 0.007 | 1 | 0.764 | 1 |
| 0.14 | 0.007 | 1 | 0.764 | 1 |
| 0.143 | 0.007 | 1 | 0.764 | 1 |
| 0.145 | 0.007 | 1 | 0.764 | 1 |
| 0.148 | 0.007 | 1 | 0.764 | 1 |
| 0.15 | 0.007 | 1 | 0.764 | 1 |
| 0.153 | 0.007 | 1 | 0.764 | 1 |
| 0.155 | 0.007 | 1 | 0.764 | 1 |
| 0.158 | 0.007 | 1 | 0.764 | 1 |
| 0.16 | 0.007 | 1 | 0.764 | 1 |
| 0.163 | 0.007 | 1 | 0.764 | 1 |
| 0.165 | 0.007 | 1 | 0.764 | 1 |
| 0.168 | 0.007 | 1 | 0.764 | 1 |
| 0.17 | 0.008 | 1 | 0.764 | 1 |
| 0.173 | 0.008 | 1 | 0.764 | 1 |
| 0.175 | 0.008 | 1 | 0.764 | 1 |
| 0.178 | 0.008 | 1 | 0.764 | 1 |
| 0.18 | 0.008 | 1 | 0.764 | 1 |
| 0.183 | 0.008 | 1 | 0.764 | 1 |
| 0.185 | 0.008 | 1 | 0.764 | 1 |
| 0.188 | 0.008 | 1 | 0.764 | 1 |
| 0.19 | 0.008 | 1 | 0.764 | 1 |
| 0.193 | 0.008 | 1 | 0.764 | 1 |
| 0.195 | 0.008 | 1 | 0.764 | 1 |
| 0.198 | 0.009 | 1 | 0.764 | 1 |
| 0.201 | 0.009 | 1 | 0.764 | 1 |
| 0.203 | 0.009 | 1 | 0.764 | 1 |
| 0.206 | 0.009 | 1 | 0.764 | 1 |
| 0.208 | 0.009 | 1 | 0.764 | 1 |
| 0.211 | 0.009 | 1 | 0.764 | 1 |
| 0.213 | 0.009 | 1 | 0.764 | 1 |
| 0.216 | 0.009 | 1 | 0.764 | 1 |
| 0.218 | 0.009 | 1 | 0.764 | 1 |
| 0.221 | 0.009 | 1 | 0.764 | 1 |
| 0.223 | 0.01 | 1 | 0.764 | 1 |
| 0.226 | 0.01 | 1 | 0.764 | 1 |
| 0.228 | 0.01 | 1 | 0.764 | 1 |
| 0.231 | 0.01 | 1 | 0.764 | 1 |
| 0.233 | 0.01 | 1 | 0.764 | 1 |
| 0.236 | 0.01 | 1 | 0.764 | 1 |
| 0.238 | 0.01 | 1 | 0.764 | 1 |
| 0.241 | 0.01 | 1 | 0.764 | 1 |
| 0.243 | 0.01 | 1 | 0.764 | 1 |
| 0.246 | 0.011 | 1 | 0.764 | 1 |
| 0.248 | 0.011 | 1 | 0.764 | 1 |
| 0.251 | 0.011 | 1 | 0.764 | 1 |
| 0.253 | 0.011 | 1 | 0.764 | 1 |
| 0.256 | 0.011 | 1 | 0.764 | 1 |
| 0.258 | 0.011 | 1 | 0.764 | 1 |
| 0.261 | 0.011 | 1 | 0.764 | 1 |
| 0.263 | 0.011 | 1 | 0.764 | 1 |
| 0.266 | 0.012 | 1 | 0.764 | 1 |
| 0.268 | 0.012 | 1 | 0.764 | 1 |
| 0.271 | 0.012 | 1 | 0.764 | 1 |
| 0.273 | 0.012 | 1 | 0.764 | 1 |
| 0.276 | 0.012 | 1 | 0.764 | 1 |
| 0.278 | 0.012 | 1 | 0.764 | 1 |
| 0.281 | 0.013 | 1 | 0.764 | 1 |
| 0.283 | 0.013 | 1 | 0.764 | 1 |
| 0.286 | 0.013 | 1 | 0.764 | 1 |
| 0.288 | 0.013 | 1 | 0.764 | 1 |
| 0.291 | 0.013 | 1 | 0.764 | 1 |
| 0.293 | 0.013 | 1 | 0.764 | 1 |
| 0.296 | 0.013 | 1 | 0.764 | 1 |
| 0.298 | 0.014 | 1 | 0.764 | 1 |
| 0.301 | 0.014 | 1 | 0.764 | 1 |
| 0.303 | 0.014 | 1 | 0.764 | 1 |
| 0.306 | 0.014 | 1 | 0.764 | 1 |
| 0.308 | 0.014 | 1 | 0.764 | 1 |
| 0.311 | 0.015 | 1 | 0.764 | 1 |
| 0.313 | 0.015 | 1 | 0.764 | 1 |
| 0.316 | 0.015 | 1 | 0.764 | 1 |
| 0.318 | 0.015 | 1 | 0.764 | 1 |
| 0.321 | 0.015 | 1 | 0.764 | 1 |
| 0.323 | 0.015 | 1 | 0.764 | 1 |
| 0.326 | 0.016 | 1 | 0.764 | 1 |
| 0.328 | 0.016 | 1 | 0.764 | 1 |
| 0.331 | 0.016 | 1 | 0.764 | 1 |
| 0.333 | 0.016 | 1 | 0.764 | 1 |
| 0.336 | 0.017 | 1 | 0.764 | 1 |
| 0.338 | 0.017 | 1 | 0.764 | 1 |
| 0.341 | 0.017 | 1 | 0.764 | 1 |
| 0.343 | 0.017 | 1 | 0.764 | 1 |
| 0.346 | 0.017 | 1 | 0.764 | 1 |
| 0.348 | 0.018 | 1 | 0.764 | 1 |
| 0.351 | 0.018 | 1 | 0.764 | 1 |
| 0.353 | 0.018 | 1 | 0.764 | 1 |
| 0.356 | 0.018 | 1 | 0.764 | 1 |
| 0.358 | 0.019 | 1 | 0.764 | 1 |
| 0.361 | 0.019 | 1 | 0.764 | 1 |
| 0.363 | 0.019 | 1 | 0.764 | 1 |
| 0.366 | 0.019 | 1 | 0.764 | 1 |
| 0.368 | 0.02 | 1 | 0.764 | 1 |
| 0.371 | 0.02 | 1 | 0.764 | 1 |
| 0.373 | 0.02 | 1 | 0.764 | 1 |
| 0.376 | 0.021 | 1 | 0.764 | 1 |
| 0.378 | 0.021 | 1 | 0.764 | 1 |
| 0.381 | 0.021 | 1 | 0.764 | 1 |
| 0.383 | 0.021 | 1 | 0.764 | 1 |
| 0.386 | 0.022 | 1 | 0.764 | 1 |
| 0.388 | 0.022 | 1 | 0.764 | 1 |
| 0.391 | 0.022 | 1 | 0.764 | 1 |
| 0.393 | 0.023 | 1 | 0.764 | 1 |
| 0.396 | 0.023 | 1 | 0.764 | 1 |
| 0.398 | 0.023 | 1 | 0.764 | 1 |
| 0.401 | 0.024 | 1 | 0.764 | 1 |
| 0.404 | 0.024 | 1 | 0.764 | 1 |
| 0.406 | 0.024 | 1 | 0.764 | 1 |
| 0.409 | 0.025 | 1 | 0.764 | 1 |
| 0.411 | 0.025 | 1 | 0.764 | 1 |
| 0.414 | 0.025 | 1 | 0.764 | 1 |
| 0.416 | 0.026 | 1 | 0.764 | 1 |
| 0.419 | 0.026 | 1 | 0.764 | 1 |
| 0.421 | 0.027 | 1 | 0.764 | 1 |
| 0.424 | 0.027 | 1 | 0.764 | 1 |
| 0.426 | 0.027 | 1 | 0.764 | 1 |
| 0.429 | 0.028 | 1 | 0.764 | 1 |
| 0.431 | 0.028 | 1 | 0.764 | 1 |
| 0.434 | 0.029 | 1 | 0.764 | 1 |
| 0.436 | 0.029 | 1 | 0.764 | 1 |
| 0.439 | 0.03 | 1 | 0.764 | 1 |
| 0.441 | 0.03 | 1 | 0.764 | 1 |
| 0.444 | 0.03 | 1 | 0.764 | 1 |
| 0.446 | 0.031 | 1 | 0.764 | 1 |
| 0.449 | 0.031 | 1 | 0.764 | 1 |
| 0.451 | 0.032 | 1 | 0.764 | 1 |
| 0.454 | 0.032 | 1 | 0.764 | 1 |
| 0.456 | 0.033 | 1 | 0.764 | 1 |
| 0.459 | 0.033 | 1 | 0.764 | 1 |
| 0.461 | 0.034 | 1 | 0.764 | 1 |
| 0.464 | 0.034 | 1 | 0.764 | 1 |
| 0.466 | 0.035 | 1 | 0.764 | 1 |
| 0.469 | 0.036 | 1 | 0.764 | 1 |
| 0.471 | 0.036 | 1 | 0.764 | 1 |
| 0.474 | 0.037 | 1 | 0.764 | 1 |
| 0.476 | 0.037 | 1 | 0.764 | 1 |
| 0.479 | 0.038 | 1 | 0.764 | 1 |
| 0.481 | 0.039 | 1 | 0.764 | 1 |
| 0.484 | 0.039 | 1 | 0.764 | 1 |
| 0.486 | 0.04 | 1 | 0.764 | 1 |
| 0.489 | 0.041 | 1 | 0.764 | 1 |
| 0.491 | 0.041 | 1 | 0.764 | 1 |
| 0.494 | 0.042 | 1 | 0.764 | 1 |
| 0.496 | 0.043 | 1 | 0.764 | 1 |
| 0.499 | 0.043 | 1 | 0.764 | 1 |
| 0.501 | 0.044 | 1 | 0.764 | 1 |
| 0.504 | 0.045 | 1 | 0.764 | 1 |
| 0.506 | 0.046 | 1 | 0.764 | 1 |
| 0.509 | 0.046 | 1 | 0.764 | 1 |
| 0.511 | 0.047 | 1 | 0.764 | 1 |
| 0.514 | 0.048 | 1 | 0.764 | 1 |
| 0.516 | 0.049 | 1 | 0.764 | 1 |
| 0.519 | 0.05 | 1 | 0.764 | 1 |
| 0.521 | 0.051 | 1 | 0.764 | 1 |
| 0.524 | 0.052 | 1 | 0.764 | 1 |
| 0.526 | 0.053 | 1 | 0.764 | 1 |
| 0.529 | 0.053 | 1 | 0.764 | 1 |
| 0.531 | 0.054 | 1 | 0.764 | 1 |
| 0.534 | 0.055 | 1 | 0.764 | 1 |
| 0.536 | 0.056 | 1 | 0.764 | 1 |
| 0.539 | 0.057 | 1 | 0.764 | 1 |
| 0.541 | 0.059 | 1 | 0.764 | 1 |
| 0.544 | 0.06 | 1 | 0.764 | 1 |
| 0.546 | 0.061 | 1 | 0.764 | 1 |
| 0.549 | 0.062 | 1 | 0.764 | 1 |
| 0.551 | 0.063 | 1 | 0.764 | 1 |
| 0.554 | 0.064 | 1 | 0.764 | 1 |
| 0.556 | 0.065 | 1 | 0.764 | 1 |
| 0.559 | 0.067 | 1 | 0.764 | 1 |
| 0.561 | 0.068 | 1 | 0.764 | 1 |
| 0.564 | 0.069 | 1 | 0.764 | 1 |
| 0.566 | 0.071 | 1 | 0.764 | 1 |
| 0.569 | 0.072 | 1 | 0.764 | 1 |
| 0.571 | 0.073 | 1 | 0.764 | 1 |
| 0.574 | 0.075 | 1 | 0.764 | 1 |
| 0.576 | 0.076 | 1 | 0.764 | 1 |
| 0.579 | 0.078 | 1 | 0.764 | 1 |
| 0.581 | 0.079 | 1 | 0.764 | 1 |
| 0.584 | 0.081 | 1 | 0.764 | 1 |
| 0.586 | 0.083 | 1 | 0.764 | 1 |
| 0.589 | 0.084 | 1 | 0.764 | 1 |
| 0.591 | 0.086 | 1 | 0.764 | 1 |
| 0.594 | 0.088 | 1 | 0.764 | 1 |
| 0.596 | 0.09 | 1 | 0.764 | 1 |
| 0.599 | 0.092 | 1 | 0.764 | 1 |
| 0.602 | 0.093 | 1 | 0.764 | 1 |
| 0.604 | 0.095 | 1 | 0.764 | 1 |
| 0.607 | 0.097 | 1 | 0.764 | 1 |
| 0.609 | 0.099 | 1 | 0.764 | 1 |
| 0.612 | 0.102 | 1 | 0.764 | 1 |
| 0.614 | 0.104 | 1 | 0.764 | 1 |
| 0.617 | 0.106 | 1 | 0.764 | 1 |
| 0.619 | 0.108 | 1 | 0.764 | 1 |
| 0.622 | 0.111 | 1 | 0.764 | 1 |
| 0.624 | 0.113 | 1 | 0.764 | 1 |
| 0.627 | 0.116 | 1 | 0.764 | 1 |
| 0.629 | 0.118 | 1 | 0.764 | 1 |
| 0.632 | 0.121 | 1 | 0.764 | 1 |
| 0.634 | 0.123 | 1 | 0.764 | 1 |
| 0.637 | 0.126 | 1 | 0.764 | 1 |
| 0.639 | 0.129 | 1 | 0.764 | 1 |
| 0.642 | 0.132 | 1 | 0.764 | 1 |
| 0.644 | 0.135 | 1 | 0.764 | 1 |
| 0.647 | 0.138 | 1 | 0.764 | 1 |
| 0.649 | 0.141 | 1 | 0.764 | 1 |
| 0.652 | 0.145 | 1 | 0.764 | 1 |
| 0.654 | 0.148 | 1 | 0.764 | 1 |
| 0.657 | 0.151 | 1 | 0.764 | 1 |
| 0.659 | 0.155 | 1 | 0.764 | 1 |
| 0.662 | 0.159 | 1 | 0.764 | 1 |
| 0.664 | 0.163 | 1 | 0.764 | 1 |
| 0.667 | 0.166 | 1 | 0.764 | 1 |
| 0.669 | 0.17 | 1 | 0.764 | 1 |
| 0.672 | 0.175 | 1 | 0.764 | 1 |
| 0.674 | 0.179 | 1 | 0.764 | 1 |
| 0.677 | 0.183 | 1 | 0.764 | 1 |
| 0.679 | 0.188 | 1 | 0.764 | 1 |
| 0.682 | 0.193 | 1 | 0.764 | 1 |
| 0.684 | 0.197 | 1 | 0.764 | 1 |
| 0.687 | 0.202 | 1 | 0.764 | 1 |
| 0.689 | 0.208 | 1 | 0.764 | 1 |
| 0.692 | 0.213 | 1 | 0.764 | 1 |
| 0.694 | 0.218 | 1 | 0.764 | 1 |
| 0.697 | 0.224 | 1 | 0.764 | 1 |
| 0.699 | 0.23 | 1 | 0.764 | 1 |
| 0.702 | 0.236 | 1 | 0.764 | 1 |
| 0.704 | 0.242 | 1 | 0.764 | 1 |
| 0.707 | 0.248 | 1 | 0.764 | 1 |
| 0.709 | 0.255 | 1 | 0.764 | 1 |
| 0.712 | 0.262 | 1 | 0.764 | 1 |
| 0.714 | 0.269 | 1 | 0.764 | 1 |
| 0.717 | 0.276 | 1 | 0.764 | 1 |
| 0.719 | 0.284 | 1 | 0.764 | 1 |
| 0.722 | 0.291 | 1 | 0.764 | 1 |
| 0.724 | 0.3 | 1 | 0.764 | 1 |
| 0.727 | 0.308 | 1 | 0.764 | 1 |
| 0.729 | 0.316 | 1 | 0.764 | 1 |
| 0.732 | 0.325 | 1 | 0.764 | 1 |
| 0.734 | 0.335 | 1 | 0.764 | 1 |
| 0.737 | 0.344 | 1 | 0.764 | 1 |
| 0.739 | 0.354 | 1 | 0.764 | 1 |
| 0.742 | 0.364 | 1 | 0.764 | 1 |
| 0.744 | 0.375 | 1 | 0.764 | 1 |
| 0.747 | 0.386 | 1 | 0.764 | 1 |
| 0.749 | 0.397 | 1 | 0.764 | 1 |
| 0.752 | 0.409 | 1 | 0.764 | 1 |
| 0.754 | 0.421 | 1 | 0.764 | 1 |
| 0.757 | 0.433 | 1 | 0.764 | 1 |
| 0.759 | 0.446 | 1 | 0.764 | 1 |
| 0.762 | 0.46 | 1 | 0.764 | 1 |
| 0.764 | 0.474 | 1 | 0.764 | 1 |
| 0.767 | 0.488 | 1 | 0.764 | 1 |
| 0.769 | 0.503 | 1 | 0.764 | 1 |
| 0.772 | 0.519 | 1 | 0.764 | 1 |
| 0.774 | 0.535 | 1 | 0.764 | 1 |
| 0.777 | 0.552 | 1 | 0.764 | 1 |
| 0.779 | 0.569 | 1 | 0.764 | 1 |
| 0.782 | 0.587 | 1 | 0.764 | 1 |
| 0.784 | 0.606 | 1 | 0.764 | 1 |
| 0.787 | 0.626 | 1 | 0.764 | 1 |
| 0.789 | 0.646 | 1 | 0.764 | 1 |
| 0.792 | 0.667 | 1 | 0.764 | 1 |
| 0.794 | 0.688 | 1 | 0.764 | 1 |
| 0.797 | 0.711 | 1 | 0.764 | 1 |
| 0.799 | 0.735 | 1 | 0.764 | 1 |
| 0.802 | 0.759 | 1 | 0.764 | 1 |
| 0.805 | 0.784 | 1 | 0.764 | 1 |
| 0.807 | 0.811 | 1 | 0.764 | 1 |
| 0.81 | 0.838 | 1 | 0.764 | 1 |
| 0.812 | 0.867 | 1 | 0.764 | 1 |
| 0.815 | 0.896 | 1 | 0.764 | 1 |
| 0.817 | 0.927 | 1 | 0.764 | 1 |
| 0.82 | 0.959 | 1 | 0.764 | 1 |
| 0.822 | 0.992 | 1 | 0.764 | 1 |
| 0.825 | 1.027 | 1 | 0.764 | 1 |
| 0.827 | 1.063 | 1 | 0.764 | 1 |
| 0.83 | 1.1 | 1 | 0.764 | 1 |
| 0.832 | 1.139 | 1 | 0.764 | 1 |
| 0.835 | 1.18 | 1 | 0.764 | 1 |
| 0.837 | 1.222 | 1 | 0.764 | 1 |
| 0.84 | 1.266 | 1 | 0.764 | 1 |
| 0.842 | 1.312 | 1 | 0.764 | 1 |
| 0.845 | 1.36 | 1 | 0.764 | 1 |
| 0.847 | 1.41 | 1 | 0.764 | 1 |
| 0.85 | 1.461 | 1 | 0.764 | 1 |
| 0.852 | 1.515 | 1 | 0.764 | 1 |
| 0.855 | 1.571 | 1 | 0.764 | 1 |
| 0.857 | 1.63 | 1 | 0.764 | 1 |
| 0.86 | 1.691 | 1 | 0.764 | 1 |
| 0.862 | 1.754 | 1 | 0.764 | 1 |
| 0.865 | 1.82 | 1 | 0.764 | 1 |
| 0.867 | 1.889 | 1 | 0.764 | 1 |
| 0.87 | 1.96 | 1 | 0.764 | 1 |
| 0.872 | 2.035 | 1 | 0.764 | 1 |
| 0.875 | 2.113 | 1 | 0.764 | 1 |
| 0.877 | 2.194 | 1 | 0.764 | 1 |
| 0.88 | 2.279 | 1 | 0.764 | 1 |
| 0.882 | 2.367 | 1 | 0.764 | 1 |
| 0.885 | 2.459 | 1 | 0.764 | 1 |
| 0.887 | 2.554 | 1 | 0.764 | 1 |
| 0.89 | 2.654 | 1 | 0.764 | 1 |
| 0.892 | 2.758 | 1 | 0.764 | 1 |
| 0.895 | 2.866 | 1 | 0.764 | 1 |
| 0.897 | 2.979 | 1 | 0.764 | 1 |
| 0.9 | 3.096 | 1 | 0.764 | 1 |
| 0.902 | 3.219 | 1 | 0.764 | 1 |
| 0.905 | 3.347 | 1 | 0.764 | 1 |
| 0.907 | 3.479 | 1 | 0.764 | 1 |
| 0.91 | 3.618 | 1 | 0.764 | 1 |
| 0.912 | 3.762 | 1 | 0.764 | 1 |
| 0.915 | 3.913 | 1 | 0.764 | 1 |
| 0.917 | 4.069 | 1 | 0.764 | 1 |
| 0.92 | 4.232 | 1 | 0.764 | 1 |
| 0.922 | 4.402 | 1 | 0.764 | 1 |
| 0.925 | 4.579 | 1 | 0.764 | 1 |
| 0.927 | 4.763 | 1 | 0.764 | 1 |
| 0.93 | 4.955 | 1 | 0.764 | 1 |
| 0.932 | 5.154 | 1 | 0.764 | 1 |
| 0.935 | 5.362 | 1 | 0.764 | 1 |
| 0.937 | 5.578 | 1 | 0.764 | 1 |
| 0.94 | 5.803 | 1 | 0.764 | 1 |
| 0.942 | 6.037 | 1 | 0.764 | 1 |
| 0.945 | 6.28 | 1 | 0.764 | 1 |
| 0.947 | 6.533 | 1 | 0.764 | 1 |
| 0.95 | 6.795 | 1 | 0.764 | 1 |
| 0.952 | 7.069 | 1 | 0.764 | 1 |
| 0.955 | 7.352 | 1 | 0.764 | 1 |
| 0.957 | 7.647 | 1 | 0.764 | 1 |
| 0.96 | 7.953 | 1 | 0.764 | 1 |
| 0.962 | 8.27 | 1 | 0.764 | 1 |
| 0.965 | 8.6 | 1 | 0.764 | 1 |
| 0.967 | 8.941 | 1 | 0.764 | 1 |
| 0.97 | 9.294 | 1 | 0.764 | 1 |
| 0.972 | 9.661 | 1 | 0.764 | 1 |
| 0.975 | 10.04 | 1 | 0.764 | 1 |
| 0.977 | 10.431 | 1 | 0.764 | 1 |
| 0.98 | 10.836 | 1 | 0.764 | 1 |
| 0.982 | 11.254 | 1 | 0.764 | 1 |
| 0.985 | 11.684 | 1 | 0.764 | 1 |
| 0.987 | 12.127 | 1 | 0.764 | 1 |
| 0.99 | 12.583 | 1 | 0.764 | 1 |
| 0.992 | 13.05 | 1 | 0.764 | 1 |
| 0.995 | 13.529 | 1 | 0.764 | 1 |
| 0.997 | 14.019 | 1 | 0.764 | 1 |
| 1 | 14.519 | 1 | 0.764 | 1 |
(b) Aggregate labor income
| theta_Y | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.229 | 0.898 | 0.184 | 1 |
| 0.02 | 0.238 | 0.898 | 0.184 | 1 |
| 0.041 | 0.248 | 0.898 | 0.184 | 1 |
| 0.061 | 0.258 | 0.898 | 0.184 | 1 |
| 0.082 | 0.27 | 0.898 | 0.184 | 1 |
| 0.102 | 0.281 | 0.898 | 0.184 | 1 |
| 0.122 | 0.294 | 0.898 | 0.184 | 1 |
| 0.143 | 0.308 | 0.898 | 0.184 | 1 |
| 0.163 | 0.322 | 0.898 | 0.184 | 1 |
| 0.184 | 0.338 | 0.898 | 0.184 | 1 |
| 0.204 | 0.355 | 0.898 | 0.184 | 1 |
| 0.224 | 0.373 | 0.898 | 0.184 | 1 |
| 0.245 | 0.392 | 0.898 | 0.184 | 1 |
| 0.265 | 0.412 | 0.898 | 0.184 | 1 |
| 0.286 | 0.435 | 0.898 | 0.184 | 1 |
| 0.306 | 0.458 | 0.898 | 0.184 | 1 |
| 0.327 | 0.484 | 0.898 | 0.184 | 1 |
| 0.347 | 0.512 | 0.898 | 0.184 | 1 |
| 0.367 | 0.541 | 0.898 | 0.184 | 1 |
| 0.388 | 0.573 | 0.898 | 0.184 | 1 |
| 0.408 | 0.608 | 0.898 | 0.184 | 1 |
| 0.429 | 0.645 | 0.898 | 0.184 | 1 |
| 0.449 | 0.685 | 0.898 | 0.184 | 1 |
| 0.469 | 0.728 | 0.898 | 0.184 | 1 |
| 0.49 | 0.775 | 0.898 | 0.184 | 1 |
| 0.51 | 0.825 | 0.898 | 0.184 | 1 |
| 0.531 | 0.878 | 0.898 | 0.184 | 1 |
| 0.551 | 0.935 | 0.898 | 0.184 | 1 |
| 0.571 | 0.996 | 0.898 | 0.184 | 1 |
| 0.592 | 1.061 | 0.898 | 0.184 | 1 |
| 0.612 | 1.13 | 0.898 | 0.184 | 1 |
| 0.633 | 1.202 | 0.898 | 0.184 | 1 |
| 0.653 | 1.277 | 0.898 | 0.184 | 1 |
| 0.673 | 1.354 | 0.898 | 0.184 | 1 |
| 0.694 | 1.433 | 0.898 | 0.184 | 1 |
| 0.714 | 1.513 | 0.898 | 0.184 | 1 |
| 0.735 | 1.591 | 0.898 | 0.184 | 1 |
| 0.755 | 1.665 | 0.898 | 0.184 | 1 |
| 0.776 | 1.734 | 0.898 | 0.184 | 1 |
| 0.796 | 1.795 | 0.898 | 0.184 | 1 |
| 0.816 | 1.846 | 0.898 | 0.184 | 1 |
| 0.837 | 1.884 | 0.898 | 0.184 | 1 |
| 0.857 | 1.909 | 0.898 | 0.184 | 1 |
| 0.878 | 1.921 | 0.898 | 0.184 | 1 |
| 0.898 | 1.921 | 0.898 | 0.184 | 1 |
| 0.918 | 1.914 | 0.898 | 0.184 | 1 |
| 0.939 | 1.902 | 0.898 | 0.184 | 1 |
| 0.959 | 1.888 | 0.898 | 0.184 | 1 |
| 0.98 | 1.864 | 0.898 | 0.184 | 1 |
| 1 | 1.798 | 0.898 | 0.184 | 1 |
Figure 14: Comparison of consumption path: Romer and Romer (2004)
shock
| Quarter | Empirical | Empirical_90CI_Upper | Empirical_90CI_Lower | Model_Sticky_Y_and_R | Model_Sticky_Y_only | Model_Sticky_R_only | Model_FIRE |
|---|---|---|---|---|---|---|---|
| 0 | 0.033 | 0.142 | -0.075 | -0.04 | -0.618 | -0.249 | -0.827 |
| 1 | -0.093 | 0.062 | -0.248 | -0.103 | -0.525 | -0.281 | -0.702 |
| 2 | -0.234 | -0.047 | -0.42 | -0.153 | -0.502 | -0.305 | -0.653 |
| 3 | -0.348 | -0.125 | -0.571 | -0.227 | -0.47 | -0.349 | -0.591 |
| 4 | -0.356 | -0.107 | -0.606 | -0.288 | -0.483 | -0.382 | -0.577 |
| 5 | -0.368 | -0.094 | -0.641 | -0.341 | -0.426 | -0.411 | -0.496 |
| 6 | -0.402 | -0.107 | -0.698 | -0.397 | -0.413 | -0.443 | -0.459 |
| 7 | -0.419 | -0.099 | -0.739 | -0.427 | -0.449 | -0.455 | -0.476 |
| 8 | -0.328 | 0.012 | -0.667 | -0.434 | -0.449 | -0.449 | -0.464 |
| 9 | -0.392 | -0.037 | -0.747 | -0.465 | -0.446 | -0.466 | -0.447 |
| 10 | -0.335 | 0.03 | -0.701 | -0.46 | -0.43 | -0.453 | -0.423 |
| 11 | -0.29 | 0.094 | -0.674 | -0.443 | -0.421 | -0.431 | -0.409 |
| 12 | -0.292 | 0.109 | -0.694 | -0.413 | -0.398 | -0.399 | -0.385 |
| 13 | -0.268 | 0.147 | -0.683 | -0.374 | -0.351 | -0.363 | -0.34 |
| 14 | -0.303 | 0.122 | -0.728 | -0.384 | -0.368 | -0.373 | -0.358 |
| 15 | -0.145 | 0.295 | -0.585 | -0.418 | -0.44 | -0.405 | -0.427 |
Figure 15: Impulse responses to Gertler and Karadi (2015)
shock
| Quarter | C_IRF | C_SE | C_90CI_Upper | C_90CI_Lower | Y_earned_IRF | Y_earned_SE | Y_earned_90CI_Upper | Y_earned_90CI_Lower | R_IRF | R_SE | R_90CI_Upper | R_90CI_Lower | S_IRF | S_SE | S_90CI_Upper | S_90CI_Lower |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.003 | 0.065 | 0.111 | -0.104 | 0.145 | 0.143 | 0.38 | -0.091 | 0.159 | 0.082 | 0.294 | 0.024 | -2.959 | 1.918 | 0.196 | -6.113 |
| 1 | 0.087 | 0.091 | 0.238 | -0.063 | -0.043 | 0.162 | 0.224 | -0.31 | 0.256 | 0.105 | 0.428 | 0.083 | 0.552 | 1.883 | 3.65 | -2.545 |
| 2 | 0.101 | 0.109 | 0.28 | -0.077 | 0.002 | 0.181 | 0.3 | -0.296 | 0.286 | 0.111 | 0.468 | 0.104 | -2.244 | 1.889 | 0.863 | -5.352 |
| 3 | 0.16 | 0.129 | 0.373 | -0.052 | 0.108 | 0.256 | 0.528 | -0.313 | 0.323 | 0.123 | 0.525 | 0.121 | -0.196 | 1.983 | 3.067 | -3.459 |
| 4 | 0.198 | 0.143 | 0.434 | -0.037 | 0.009 | 0.277 | 0.464 | -0.446 | 0.349 | 0.134 | 0.57 | 0.129 | -0.545 | 1.923 | 2.619 | -3.708 |
| 5 | 0.256 | 0.158 | 0.516 | -0.004 | 0.062 | 0.281 | 0.524 | -0.4 | 0.32 | 0.144 | 0.558 | 0.083 | -0.015 | 1.971 | 3.227 | -3.257 |
| 6 | 0.283 | 0.172 | 0.565 | -0 | -0.018 | 0.293 | 0.464 | -0.499 | 0.325 | 0.15 | 0.573 | 0.078 | -1.599 | 1.968 | 1.639 | -4.836 |
| 7 | 0.279 | 0.188 | 0.588 | -0.03 | 0.053 | 0.293 | 0.535 | -0.429 | 0.319 | 0.152 | 0.569 | 0.069 | -1.598 | 1.869 | 1.476 | -4.672 |
| 8 | 0.302 | 0.201 | 0.632 | -0.029 | 0.095 | 0.293 | 0.578 | -0.387 | 0.296 | 0.156 | 0.553 | 0.04 | -2.763 | 1.837 | 0.259 | -5.785 |
| 9 | 0.245 | 0.213 | 0.595 | -0.105 | 0.038 | 0.302 | 0.536 | -0.459 | 0.261 | 0.16 | 0.524 | -0.003 | 0.533 | 1.798 | 3.49 | -2.424 |
| 10 | 0.265 | 0.218 | 0.624 | -0.094 | 0.079 | 0.314 | 0.596 | -0.439 | 0.283 | 0.163 | 0.552 | 0.015 | -2.332 | 1.925 | 0.835 | -5.498 |
| 11 | 0.231 | 0.227 | 0.605 | -0.142 | -0.045 | 0.319 | 0.479 | -0.569 | 0.241 | 0.165 | 0.513 | -0.031 | -1.645 | 1.983 | 1.617 | -4.906 |
| 12 | 0.235 | 0.238 | 0.626 | -0.156 | -0.02 | 0.326 | 0.516 | -0.557 | 0.209 | 0.168 | 0.486 | -0.067 | -1.108 | 1.922 | 2.054 | -4.27 |
| 13 | 0.264 | 0.245 | 0.667 | -0.14 | 0.043 | 0.333 | 0.59 | -0.505 | 0.198 | 0.165 | 0.469 | -0.073 | -1.367 | 1.805 | 1.602 | -4.337 |
| 14 | 0.253 | 0.251 | 0.666 | -0.159 | 0.134 | 0.34 | 0.693 | -0.424 | 0.171 | 0.158 | 0.432 | -0.089 | 0.462 | 1.901 | 3.589 | -2.665 |
| 15 | 0.356 | 0.256 | 0.778 | -0.066 | 0.149 | 0.304 | 0.649 | -0.352 | 0.164 | 0.157 | 0.422 | -0.093 | -0.789 | 1.815 | 2.197 | -3.775 |
Figure 16:
(a) Interest rate
(b) Aggregate labor income
(a) Interest rate
| theta_R | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.191 | 1 | 0.228 | 1 |
| 0.003 | 0.192 | 1 | 0.228 | 1 |
| 0.005 | 0.192 | 1 | 0.228 | 1 |
| 0.008 | 0.193 | 1 | 0.228 | 1 |
| 0.01 | 0.193 | 1 | 0.228 | 1 |
| 0.013 | 0.194 | 1 | 0.228 | 1 |
| 0.015 | 0.194 | 1 | 0.228 | 1 |
| 0.018 | 0.195 | 1 | 0.228 | 1 |
| 0.02 | 0.195 | 1 | 0.228 | 1 |
| 0.023 | 0.196 | 1 | 0.228 | 1 |
| 0.025 | 0.196 | 1 | 0.228 | 1 |
| 0.028 | 0.197 | 1 | 0.228 | 1 |
| 0.03 | 0.197 | 1 | 0.228 | 1 |
| 0.033 | 0.198 | 1 | 0.228 | 1 |
| 0.035 | 0.198 | 1 | 0.228 | 1 |
| 0.038 | 0.199 | 1 | 0.228 | 1 |
| 0.04 | 0.199 | 1 | 0.228 | 1 |
| 0.043 | 0.2 | 1 | 0.228 | 1 |
| 0.045 | 0.2 | 1 | 0.228 | 1 |
| 0.048 | 0.201 | 1 | 0.228 | 1 |
| 0.05 | 0.201 | 1 | 0.228 | 1 |
| 0.053 | 0.202 | 1 | 0.228 | 1 |
| 0.055 | 0.202 | 1 | 0.228 | 1 |
| 0.058 | 0.203 | 1 | 0.228 | 1 |
| 0.06 | 0.204 | 1 | 0.228 | 1 |
| 0.063 | 0.204 | 1 | 0.228 | 1 |
| 0.065 | 0.205 | 1 | 0.228 | 1 |
| 0.068 | 0.205 | 1 | 0.228 | 1 |
| 0.07 | 0.206 | 1 | 0.228 | 1 |
| 0.073 | 0.206 | 1 | 0.228 | 1 |
| 0.075 | 0.207 | 1 | 0.228 | 1 |
| 0.078 | 0.207 | 1 | 0.228 | 1 |
| 0.08 | 0.208 | 1 | 0.228 | 1 |
| 0.083 | 0.208 | 1 | 0.228 | 1 |
| 0.085 | 0.209 | 1 | 0.228 | 1 |
| 0.088 | 0.21 | 1 | 0.228 | 1 |
| 0.09 | 0.21 | 1 | 0.228 | 1 |
| 0.093 | 0.211 | 1 | 0.228 | 1 |
| 0.095 | 0.211 | 1 | 0.228 | 1 |
| 0.098 | 0.212 | 1 | 0.228 | 1 |
| 0.1 | 0.212 | 1 | 0.228 | 1 |
| 0.103 | 0.213 | 1 | 0.228 | 1 |
| 0.105 | 0.214 | 1 | 0.228 | 1 |
| 0.108 | 0.214 | 1 | 0.228 | 1 |
| 0.11 | 0.215 | 1 | 0.228 | 1 |
| 0.113 | 0.215 | 1 | 0.228 | 1 |
| 0.115 | 0.216 | 1 | 0.228 | 1 |
| 0.118 | 0.217 | 1 | 0.228 | 1 |
| 0.12 | 0.217 | 1 | 0.228 | 1 |
| 0.123 | 0.218 | 1 | 0.228 | 1 |
| 0.125 | 0.218 | 1 | 0.228 | 1 |
| 0.128 | 0.219 | 1 | 0.228 | 1 |
| 0.13 | 0.22 | 1 | 0.228 | 1 |
| 0.133 | 0.22 | 1 | 0.228 | 1 |
| 0.135 | 0.221 | 1 | 0.228 | 1 |
| 0.138 | 0.222 | 1 | 0.228 | 1 |
| 0.14 | 0.222 | 1 | 0.228 | 1 |
| 0.143 | 0.223 | 1 | 0.228 | 1 |
| 0.145 | 0.223 | 1 | 0.228 | 1 |
| 0.148 | 0.224 | 1 | 0.228 | 1 |
| 0.15 | 0.225 | 1 | 0.228 | 1 |
| 0.153 | 0.225 | 1 | 0.228 | 1 |
| 0.155 | 0.226 | 1 | 0.228 | 1 |
| 0.158 | 0.227 | 1 | 0.228 | 1 |
| 0.16 | 0.227 | 1 | 0.228 | 1 |
| 0.163 | 0.228 | 1 | 0.228 | 1 |
| 0.165 | 0.229 | 1 | 0.228 | 1 |
| 0.168 | 0.229 | 1 | 0.228 | 1 |
| 0.17 | 0.23 | 1 | 0.228 | 1 |
| 0.173 | 0.231 | 1 | 0.228 | 1 |
| 0.175 | 0.232 | 1 | 0.228 | 1 |
| 0.178 | 0.232 | 1 | 0.228 | 1 |
| 0.18 | 0.233 | 1 | 0.228 | 1 |
| 0.183 | 0.234 | 1 | 0.228 | 1 |
| 0.185 | 0.234 | 1 | 0.228 | 1 |
| 0.188 | 0.235 | 1 | 0.228 | 1 |
| 0.19 | 0.236 | 1 | 0.228 | 1 |
| 0.193 | 0.236 | 1 | 0.228 | 1 |
| 0.195 | 0.237 | 1 | 0.228 | 1 |
| 0.198 | 0.238 | 1 | 0.228 | 1 |
| 0.201 | 0.239 | 1 | 0.228 | 1 |
| 0.203 | 0.239 | 1 | 0.228 | 1 |
| 0.206 | 0.24 | 1 | 0.228 | 1 |
| 0.208 | 0.241 | 1 | 0.228 | 1 |
| 0.211 | 0.242 | 1 | 0.228 | 1 |
| 0.213 | 0.242 | 1 | 0.228 | 1 |
| 0.216 | 0.243 | 1 | 0.228 | 1 |
| 0.218 | 0.244 | 1 | 0.228 | 1 |
| 0.221 | 0.245 | 1 | 0.228 | 1 |
| 0.223 | 0.246 | 1 | 0.228 | 1 |
| 0.226 | 0.246 | 1 | 0.228 | 1 |
| 0.228 | 0.247 | 1 | 0.228 | 1 |
| 0.231 | 0.248 | 1 | 0.228 | 1 |
| 0.233 | 0.249 | 1 | 0.228 | 1 |
| 0.236 | 0.25 | 1 | 0.228 | 1 |
| 0.238 | 0.25 | 1 | 0.228 | 1 |
| 0.241 | 0.251 | 1 | 0.228 | 1 |
| 0.243 | 0.252 | 1 | 0.228 | 1 |
| 0.246 | 0.253 | 1 | 0.228 | 1 |
| 0.248 | 0.254 | 1 | 0.228 | 1 |
| 0.251 | 0.254 | 1 | 0.228 | 1 |
| 0.253 | 0.255 | 1 | 0.228 | 1 |
| 0.256 | 0.256 | 1 | 0.228 | 1 |
| 0.258 | 0.257 | 1 | 0.228 | 1 |
| 0.261 | 0.258 | 1 | 0.228 | 1 |
| 0.263 | 0.259 | 1 | 0.228 | 1 |
| 0.266 | 0.26 | 1 | 0.228 | 1 |
| 0.268 | 0.261 | 1 | 0.228 | 1 |
| 0.271 | 0.261 | 1 | 0.228 | 1 |
| 0.273 | 0.262 | 1 | 0.228 | 1 |
| 0.276 | 0.263 | 1 | 0.228 | 1 |
| 0.278 | 0.264 | 1 | 0.228 | 1 |
| 0.281 | 0.265 | 1 | 0.228 | 1 |
| 0.283 | 0.266 | 1 | 0.228 | 1 |
| 0.286 | 0.267 | 1 | 0.228 | 1 |
| 0.288 | 0.268 | 1 | 0.228 | 1 |
| 0.291 | 0.269 | 1 | 0.228 | 1 |
| 0.293 | 0.27 | 1 | 0.228 | 1 |
| 0.296 | 0.271 | 1 | 0.228 | 1 |
| 0.298 | 0.272 | 1 | 0.228 | 1 |
| 0.301 | 0.273 | 1 | 0.228 | 1 |
| 0.303 | 0.274 | 1 | 0.228 | 1 |
| 0.306 | 0.275 | 1 | 0.228 | 1 |
| 0.308 | 0.276 | 1 | 0.228 | 1 |
| 0.311 | 0.277 | 1 | 0.228 | 1 |
| 0.313 | 0.278 | 1 | 0.228 | 1 |
| 0.316 | 0.279 | 1 | 0.228 | 1 |
| 0.318 | 0.28 | 1 | 0.228 | 1 |
| 0.321 | 0.281 | 1 | 0.228 | 1 |
| 0.323 | 0.282 | 1 | 0.228 | 1 |
| 0.326 | 0.283 | 1 | 0.228 | 1 |
| 0.328 | 0.284 | 1 | 0.228 | 1 |
| 0.331 | 0.285 | 1 | 0.228 | 1 |
| 0.333 | 0.286 | 1 | 0.228 | 1 |
| 0.336 | 0.287 | 1 | 0.228 | 1 |
| 0.338 | 0.288 | 1 | 0.228 | 1 |
| 0.341 | 0.289 | 1 | 0.228 | 1 |
| 0.343 | 0.291 | 1 | 0.228 | 1 |
| 0.346 | 0.292 | 1 | 0.228 | 1 |
| 0.348 | 0.293 | 1 | 0.228 | 1 |
| 0.351 | 0.294 | 1 | 0.228 | 1 |
| 0.353 | 0.295 | 1 | 0.228 | 1 |
| 0.356 | 0.296 | 1 | 0.228 | 1 |
| 0.358 | 0.298 | 1 | 0.228 | 1 |
| 0.361 | 0.299 | 1 | 0.228 | 1 |
| 0.363 | 0.3 | 1 | 0.228 | 1 |
| 0.366 | 0.301 | 1 | 0.228 | 1 |
| 0.368 | 0.302 | 1 | 0.228 | 1 |
| 0.371 | 0.304 | 1 | 0.228 | 1 |
| 0.373 | 0.305 | 1 | 0.228 | 1 |
| 0.376 | 0.306 | 1 | 0.228 | 1 |
| 0.378 | 0.307 | 1 | 0.228 | 1 |
| 0.381 | 0.309 | 1 | 0.228 | 1 |
| 0.383 | 0.31 | 1 | 0.228 | 1 |
| 0.386 | 0.311 | 1 | 0.228 | 1 |
| 0.388 | 0.312 | 1 | 0.228 | 1 |
| 0.391 | 0.314 | 1 | 0.228 | 1 |
| 0.393 | 0.315 | 1 | 0.228 | 1 |
| 0.396 | 0.316 | 1 | 0.228 | 1 |
| 0.398 | 0.318 | 1 | 0.228 | 1 |
| 0.401 | 0.319 | 1 | 0.228 | 1 |
| 0.404 | 0.321 | 1 | 0.228 | 1 |
| 0.406 | 0.322 | 1 | 0.228 | 1 |
| 0.409 | 0.323 | 1 | 0.228 | 1 |
| 0.411 | 0.325 | 1 | 0.228 | 1 |
| 0.414 | 0.326 | 1 | 0.228 | 1 |
| 0.416 | 0.328 | 1 | 0.228 | 1 |
| 0.419 | 0.329 | 1 | 0.228 | 1 |
| 0.421 | 0.331 | 1 | 0.228 | 1 |
| 0.424 | 0.332 | 1 | 0.228 | 1 |
| 0.426 | 0.334 | 1 | 0.228 | 1 |
| 0.429 | 0.335 | 1 | 0.228 | 1 |
| 0.431 | 0.337 | 1 | 0.228 | 1 |
| 0.434 | 0.338 | 1 | 0.228 | 1 |
| 0.436 | 0.34 | 1 | 0.228 | 1 |
| 0.439 | 0.341 | 1 | 0.228 | 1 |
| 0.441 | 0.343 | 1 | 0.228 | 1 |
| 0.444 | 0.344 | 1 | 0.228 | 1 |
| 0.446 | 0.346 | 1 | 0.228 | 1 |
| 0.449 | 0.348 | 1 | 0.228 | 1 |
| 0.451 | 0.349 | 1 | 0.228 | 1 |
| 0.454 | 0.351 | 1 | 0.228 | 1 |
| 0.456 | 0.353 | 1 | 0.228 | 1 |
| 0.459 | 0.354 | 1 | 0.228 | 1 |
| 0.461 | 0.356 | 1 | 0.228 | 1 |
| 0.464 | 0.358 | 1 | 0.228 | 1 |
| 0.466 | 0.36 | 1 | 0.228 | 1 |
| 0.469 | 0.361 | 1 | 0.228 | 1 |
| 0.471 | 0.363 | 1 | 0.228 | 1 |
| 0.474 | 0.365 | 1 | 0.228 | 1 |
| 0.476 | 0.367 | 1 | 0.228 | 1 |
| 0.479 | 0.369 | 1 | 0.228 | 1 |
| 0.481 | 0.371 | 1 | 0.228 | 1 |
| 0.484 | 0.372 | 1 | 0.228 | 1 |
| 0.486 | 0.374 | 1 | 0.228 | 1 |
| 0.489 | 0.376 | 1 | 0.228 | 1 |
| 0.491 | 0.378 | 1 | 0.228 | 1 |
| 0.494 | 0.38 | 1 | 0.228 | 1 |
| 0.496 | 0.382 | 1 | 0.228 | 1 |
| 0.499 | 0.384 | 1 | 0.228 | 1 |
| 0.501 | 0.386 | 1 | 0.228 | 1 |
| 0.504 | 0.388 | 1 | 0.228 | 1 |
| 0.506 | 0.39 | 1 | 0.228 | 1 |
| 0.509 | 0.393 | 1 | 0.228 | 1 |
| 0.511 | 0.395 | 1 | 0.228 | 1 |
| 0.514 | 0.397 | 1 | 0.228 | 1 |
| 0.516 | 0.399 | 1 | 0.228 | 1 |
| 0.519 | 0.401 | 1 | 0.228 | 1 |
| 0.521 | 0.403 | 1 | 0.228 | 1 |
| 0.524 | 0.406 | 1 | 0.228 | 1 |
| 0.526 | 0.408 | 1 | 0.228 | 1 |
| 0.529 | 0.41 | 1 | 0.228 | 1 |
| 0.531 | 0.413 | 1 | 0.228 | 1 |
| 0.534 | 0.415 | 1 | 0.228 | 1 |
| 0.536 | 0.417 | 1 | 0.228 | 1 |
| 0.539 | 0.42 | 1 | 0.228 | 1 |
| 0.541 | 0.422 | 1 | 0.228 | 1 |
| 0.544 | 0.425 | 1 | 0.228 | 1 |
| 0.546 | 0.427 | 1 | 0.228 | 1 |
| 0.549 | 0.43 | 1 | 0.228 | 1 |
| 0.551 | 0.432 | 1 | 0.228 | 1 |
| 0.554 | 0.435 | 1 | 0.228 | 1 |
| 0.556 | 0.438 | 1 | 0.228 | 1 |
| 0.559 | 0.44 | 1 | 0.228 | 1 |
| 0.561 | 0.443 | 1 | 0.228 | 1 |
| 0.564 | 0.446 | 1 | 0.228 | 1 |
| 0.566 | 0.449 | 1 | 0.228 | 1 |
| 0.569 | 0.451 | 1 | 0.228 | 1 |
| 0.571 | 0.454 | 1 | 0.228 | 1 |
| 0.574 | 0.457 | 1 | 0.228 | 1 |
| 0.576 | 0.46 | 1 | 0.228 | 1 |
| 0.579 | 0.463 | 1 | 0.228 | 1 |
| 0.581 | 0.466 | 1 | 0.228 | 1 |
| 0.584 | 0.469 | 1 | 0.228 | 1 |
| 0.586 | 0.472 | 1 | 0.228 | 1 |
| 0.589 | 0.476 | 1 | 0.228 | 1 |
| 0.591 | 0.479 | 1 | 0.228 | 1 |
| 0.594 | 0.482 | 1 | 0.228 | 1 |
| 0.596 | 0.485 | 1 | 0.228 | 1 |
| 0.599 | 0.489 | 1 | 0.228 | 1 |
| 0.602 | 0.492 | 1 | 0.228 | 1 |
| 0.604 | 0.495 | 1 | 0.228 | 1 |
| 0.607 | 0.499 | 1 | 0.228 | 1 |
| 0.609 | 0.502 | 1 | 0.228 | 1 |
| 0.612 | 0.506 | 1 | 0.228 | 1 |
| 0.614 | 0.51 | 1 | 0.228 | 1 |
| 0.617 | 0.513 | 1 | 0.228 | 1 |
| 0.619 | 0.517 | 1 | 0.228 | 1 |
| 0.622 | 0.521 | 1 | 0.228 | 1 |
| 0.624 | 0.525 | 1 | 0.228 | 1 |
| 0.627 | 0.529 | 1 | 0.228 | 1 |
| 0.629 | 0.533 | 1 | 0.228 | 1 |
| 0.632 | 0.537 | 1 | 0.228 | 1 |
| 0.634 | 0.541 | 1 | 0.228 | 1 |
| 0.637 | 0.545 | 1 | 0.228 | 1 |
| 0.639 | 0.549 | 1 | 0.228 | 1 |
| 0.642 | 0.554 | 1 | 0.228 | 1 |
| 0.644 | 0.558 | 1 | 0.228 | 1 |
| 0.647 | 0.562 | 1 | 0.228 | 1 |
| 0.649 | 0.567 | 1 | 0.228 | 1 |
| 0.652 | 0.572 | 1 | 0.228 | 1 |
| 0.654 | 0.576 | 1 | 0.228 | 1 |
| 0.657 | 0.581 | 1 | 0.228 | 1 |
| 0.659 | 0.586 | 1 | 0.228 | 1 |
| 0.662 | 0.591 | 1 | 0.228 | 1 |
| 0.664 | 0.596 | 1 | 0.228 | 1 |
| 0.667 | 0.601 | 1 | 0.228 | 1 |
| 0.669 | 0.606 | 1 | 0.228 | 1 |
| 0.672 | 0.612 | 1 | 0.228 | 1 |
| 0.674 | 0.617 | 1 | 0.228 | 1 |
| 0.677 | 0.622 | 1 | 0.228 | 1 |
| 0.679 | 0.628 | 1 | 0.228 | 1 |
| 0.682 | 0.634 | 1 | 0.228 | 1 |
| 0.684 | 0.64 | 1 | 0.228 | 1 |
| 0.687 | 0.645 | 1 | 0.228 | 1 |
| 0.689 | 0.651 | 1 | 0.228 | 1 |
| 0.692 | 0.658 | 1 | 0.228 | 1 |
| 0.694 | 0.664 | 1 | 0.228 | 1 |
| 0.697 | 0.67 | 1 | 0.228 | 1 |
| 0.699 | 0.677 | 1 | 0.228 | 1 |
| 0.702 | 0.683 | 1 | 0.228 | 1 |
| 0.704 | 0.69 | 1 | 0.228 | 1 |
| 0.707 | 0.697 | 1 | 0.228 | 1 |
| 0.709 | 0.704 | 1 | 0.228 | 1 |
| 0.712 | 0.711 | 1 | 0.228 | 1 |
| 0.714 | 0.719 | 1 | 0.228 | 1 |
| 0.717 | 0.726 | 1 | 0.228 | 1 |
| 0.719 | 0.734 | 1 | 0.228 | 1 |
| 0.722 | 0.742 | 1 | 0.228 | 1 |
| 0.724 | 0.75 | 1 | 0.228 | 1 |
| 0.727 | 0.758 | 1 | 0.228 | 1 |
| 0.729 | 0.766 | 1 | 0.228 | 1 |
| 0.732 | 0.775 | 1 | 0.228 | 1 |
| 0.734 | 0.783 | 1 | 0.228 | 1 |
| 0.737 | 0.792 | 1 | 0.228 | 1 |
| 0.739 | 0.801 | 1 | 0.228 | 1 |
| 0.742 | 0.811 | 1 | 0.228 | 1 |
| 0.744 | 0.82 | 1 | 0.228 | 1 |
| 0.747 | 0.83 | 1 | 0.228 | 1 |
| 0.749 | 0.84 | 1 | 0.228 | 1 |
| 0.752 | 0.85 | 1 | 0.228 | 1 |
| 0.754 | 0.861 | 1 | 0.228 | 1 |
| 0.757 | 0.872 | 1 | 0.228 | 1 |
| 0.759 | 0.883 | 1 | 0.228 | 1 |
| 0.762 | 0.894 | 1 | 0.228 | 1 |
| 0.764 | 0.905 | 1 | 0.228 | 1 |
| 0.767 | 0.917 | 1 | 0.228 | 1 |
| 0.769 | 0.929 | 1 | 0.228 | 1 |
| 0.772 | 0.942 | 1 | 0.228 | 1 |
| 0.774 | 0.954 | 1 | 0.228 | 1 |
| 0.777 | 0.968 | 1 | 0.228 | 1 |
| 0.779 | 0.981 | 1 | 0.228 | 1 |
| 0.782 | 0.995 | 1 | 0.228 | 1 |
| 0.784 | 1.009 | 1 | 0.228 | 1 |
| 0.787 | 1.024 | 1 | 0.228 | 1 |
| 0.789 | 1.038 | 1 | 0.228 | 1 |
| 0.792 | 1.054 | 1 | 0.228 | 1 |
| 0.794 | 1.07 | 1 | 0.228 | 1 |
| 0.797 | 1.086 | 1 | 0.228 | 1 |
| 0.799 | 1.103 | 1 | 0.228 | 1 |
| 0.802 | 1.12 | 1 | 0.228 | 1 |
| 0.805 | 1.137 | 1 | 0.228 | 1 |
| 0.807 | 1.156 | 1 | 0.228 | 1 |
| 0.81 | 1.174 | 1 | 0.228 | 1 |
| 0.812 | 1.194 | 1 | 0.228 | 1 |
| 0.815 | 1.213 | 1 | 0.228 | 1 |
| 0.817 | 1.234 | 1 | 0.228 | 1 |
| 0.82 | 1.255 | 1 | 0.228 | 1 |
| 0.822 | 1.277 | 1 | 0.228 | 1 |
| 0.825 | 1.299 | 1 | 0.228 | 1 |
| 0.827 | 1.322 | 1 | 0.228 | 1 |
| 0.83 | 1.346 | 1 | 0.228 | 1 |
| 0.832 | 1.371 | 1 | 0.228 | 1 |
| 0.835 | 1.396 | 1 | 0.228 | 1 |
| 0.837 | 1.422 | 1 | 0.228 | 1 |
| 0.84 | 1.45 | 1 | 0.228 | 1 |
| 0.842 | 1.478 | 1 | 0.228 | 1 |
| 0.845 | 1.507 | 1 | 0.228 | 1 |
| 0.847 | 1.537 | 1 | 0.228 | 1 |
| 0.85 | 1.568 | 1 | 0.228 | 1 |
| 0.852 | 1.6 | 1 | 0.228 | 1 |
| 0.855 | 1.633 | 1 | 0.228 | 1 |
| 0.857 | 1.667 | 1 | 0.228 | 1 |
| 0.86 | 1.703 | 1 | 0.228 | 1 |
| 0.862 | 1.74 | 1 | 0.228 | 1 |
| 0.865 | 1.778 | 1 | 0.228 | 1 |
| 0.867 | 1.818 | 1 | 0.228 | 1 |
| 0.87 | 1.859 | 1 | 0.228 | 1 |
| 0.872 | 1.902 | 1 | 0.228 | 1 |
| 0.875 | 1.946 | 1 | 0.228 | 1 |
| 0.877 | 1.992 | 1 | 0.228 | 1 |
| 0.88 | 2.04 | 1 | 0.228 | 1 |
| 0.882 | 2.089 | 1 | 0.228 | 1 |
| 0.885 | 2.141 | 1 | 0.228 | 1 |
| 0.887 | 2.195 | 1 | 0.228 | 1 |
| 0.89 | 2.25 | 1 | 0.228 | 1 |
| 0.892 | 2.308 | 1 | 0.228 | 1 |
| 0.895 | 2.369 | 1 | 0.228 | 1 |
| 0.897 | 2.432 | 1 | 0.228 | 1 |
| 0.9 | 2.497 | 1 | 0.228 | 1 |
| 0.902 | 2.565 | 1 | 0.228 | 1 |
| 0.905 | 2.636 | 1 | 0.228 | 1 |
| 0.907 | 2.71 | 1 | 0.228 | 1 |
| 0.91 | 2.787 | 1 | 0.228 | 1 |
| 0.912 | 2.868 | 1 | 0.228 | 1 |
| 0.915 | 2.952 | 1 | 0.228 | 1 |
| 0.917 | 3.039 | 1 | 0.228 | 1 |
| 0.92 | 3.131 | 1 | 0.228 | 1 |
| 0.922 | 3.226 | 1 | 0.228 | 1 |
| 0.925 | 3.325 | 1 | 0.228 | 1 |
| 0.927 | 3.429 | 1 | 0.228 | 1 |
| 0.93 | 3.538 | 1 | 0.228 | 1 |
| 0.932 | 3.651 | 1 | 0.228 | 1 |
| 0.935 | 3.769 | 1 | 0.228 | 1 |
| 0.937 | 3.893 | 1 | 0.228 | 1 |
| 0.94 | 4.022 | 1 | 0.228 | 1 |
| 0.942 | 4.157 | 1 | 0.228 | 1 |
| 0.945 | 4.298 | 1 | 0.228 | 1 |
| 0.947 | 4.445 | 1 | 0.228 | 1 |
| 0.95 | 4.598 | 1 | 0.228 | 1 |
| 0.952 | 4.758 | 1 | 0.228 | 1 |
| 0.955 | 4.926 | 1 | 0.228 | 1 |
| 0.957 | 5.1 | 1 | 0.228 | 1 |
| 0.96 | 5.282 | 1 | 0.228 | 1 |
| 0.962 | 5.472 | 1 | 0.228 | 1 |
| 0.965 | 5.669 | 1 | 0.228 | 1 |
| 0.967 | 5.875 | 1 | 0.228 | 1 |
| 0.97 | 6.088 | 1 | 0.228 | 1 |
| 0.972 | 6.31 | 1 | 0.228 | 1 |
| 0.975 | 6.54 | 1 | 0.228 | 1 |
| 0.977 | 6.779 | 1 | 0.228 | 1 |
| 0.98 | 7.026 | 1 | 0.228 | 1 |
| 0.982 | 7.281 | 1 | 0.228 | 1 |
| 0.985 | 7.543 | 1 | 0.228 | 1 |
| 0.987 | 7.813 | 1 | 0.228 | 1 |
| 0.99 | 8.09 | 1 | 0.228 | 1 |
| 0.992 | 8.374 | 1 | 0.228 | 1 |
| 0.995 | 8.662 | 1 | 0.228 | 1 |
| 0.997 | 8.956 | 1 | 0.228 | 1 |
| 1 | 9.253 | 1 | 0.228 | 1 |
(b) Aggregate labor income
| theta_Y | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 1.003 | 0.449 | 0 | 0.918 |
| 0.02 | 1.01 | 0.449 | 0 | 0.918 |
| 0.041 | 1.017 | 0.449 | 0 | 0.918 |
| 0.061 | 1.024 | 0.449 | 0 | 0.918 |
| 0.082 | 1.031 | 0.449 | 0 | 0.918 |
| 0.102 | 1.038 | 0.449 | 0 | 0.918 |
| 0.122 | 1.044 | 0.449 | 0 | 0.918 |
| 0.143 | 1.05 | 0.449 | 0 | 0.918 |
| 0.163 | 1.056 | 0.449 | 0 | 0.918 |
| 0.184 | 1.061 | 0.449 | 0 | 0.918 |
| 0.204 | 1.066 | 0.449 | 0 | 0.918 |
| 0.224 | 1.071 | 0.449 | 0 | 0.918 |
| 0.245 | 1.076 | 0.449 | 0 | 0.918 |
| 0.265 | 1.08 | 0.449 | 0 | 0.918 |
| 0.286 | 1.084 | 0.449 | 0 | 0.918 |
| 0.306 | 1.087 | 0.449 | 0 | 0.918 |
| 0.327 | 1.091 | 0.449 | 0 | 0.918 |
| 0.347 | 1.094 | 0.449 | 0 | 0.918 |
| 0.367 | 1.096 | 0.449 | 0 | 0.918 |
| 0.388 | 1.098 | 0.449 | 0 | 0.918 |
| 0.408 | 1.1 | 0.449 | 0 | 0.918 |
| 0.429 | 1.101 | 0.449 | 0 | 0.918 |
| 0.449 | 1.102 | 0.449 | 0 | 0.918 |
| 0.469 | 1.102 | 0.449 | 0 | 0.918 |
| 0.49 | 1.101 | 0.449 | 0 | 0.918 |
| 0.51 | 1.099 | 0.449 | 0 | 0.918 |
| 0.531 | 1.096 | 0.449 | 0 | 0.918 |
| 0.551 | 1.093 | 0.449 | 0 | 0.918 |
| 0.571 | 1.087 | 0.449 | 0 | 0.918 |
| 0.592 | 1.081 | 0.449 | 0 | 0.918 |
| 0.612 | 1.072 | 0.449 | 0 | 0.918 |
| 0.633 | 1.062 | 0.449 | 0 | 0.918 |
| 0.653 | 1.049 | 0.449 | 0 | 0.918 |
| 0.673 | 1.034 | 0.449 | 0 | 0.918 |
| 0.694 | 1.017 | 0.449 | 0 | 0.918 |
| 0.714 | 0.997 | 0.449 | 0 | 0.918 |
| 0.735 | 0.974 | 0.449 | 0 | 0.918 |
| 0.755 | 0.948 | 0.449 | 0 | 0.918 |
| 0.776 | 0.919 | 0.449 | 0 | 0.918 |
| 0.796 | 0.887 | 0.449 | 0 | 0.918 |
| 0.816 | 0.853 | 0.449 | 0 | 0.918 |
| 0.837 | 0.817 | 0.449 | 0 | 0.918 |
| 0.857 | 0.78 | 0.449 | 0 | 0.918 |
| 0.878 | 0.742 | 0.449 | 0 | 0.918 |
| 0.898 | 0.705 | 0.449 | 0 | 0.918 |
| 0.918 | 0.669 | 0.449 | 0 | 0.918 |
| 0.939 | 0.634 | 0.449 | 0 | 0.918 |
| 0.959 | 0.601 | 0.449 | 0 | 0.918 |
| 0.98 | 0.568 | 0.449 | 0 | 0.918 |
| 1 | 0.535 | 0.449 | 0 | 0.918 |
Figure 17: Comparison of consumption path: Gertler and Karadi (2015)
shock
| Quarter | Empirical | Empirical_90CI_Upper | Empirical_90CI_Lower | Model_Sticky_Y_and_R | Model_Sticky_Y_only | Model_Sticky_R_only | Model_FIRE |
|---|---|---|---|---|---|---|---|
| 0 | 0.003 | 0.111 | -0.104 | 0.063 | -0.384 | 0.08 | -0.367 |
| 1 | 0.087 | 0.238 | -0.063 | 0.037 | -0.361 | 0.045 | -0.353 |
| 2 | 0.101 | 0.28 | -0.077 | 0.049 | -0.298 | 0.052 | -0.295 |
| 3 | 0.16 | 0.373 | -0.052 | 0.072 | -0.222 | 0.072 | -0.222 |
| 4 | 0.198 | 0.434 | -0.037 | 0.056 | -0.182 | 0.055 | -0.183 |
| 5 | 0.256 | 0.516 | -0.004 | 0.065 | -0.125 | 0.064 | -0.126 |
| 6 | 0.283 | 0.565 | -0 | 0.052 | -0.091 | 0.051 | -0.092 |
| 7 | 0.279 | 0.588 | -0.03 | 0.066 | -0.032 | 0.065 | -0.033 |
| 8 | 0.302 | 0.632 | -0.029 | 0.076 | 0.018 | 0.075 | 0.017 |
| 9 | 0.245 | 0.595 | -0.105 | 0.067 | 0.041 | 0.066 | 0.04 |
| 10 | 0.265 | 0.624 | -0.094 | 0.073 | 0.085 | 0.073 | 0.085 |
| 11 | 0.231 | 0.605 | -0.142 | 0.052 | 0.093 | 0.051 | 0.093 |
| 12 | 0.235 | 0.626 | -0.156 | 0.058 | 0.124 | 0.058 | 0.124 |
| 13 | 0.264 | 0.667 | -0.14 | 0.076 | 0.165 | 0.075 | 0.165 |
| 14 | 0.253 | 0.666 | -0.159 | 0.1 | 0.209 | 0.099 | 0.208 |
| 15 | 0.356 | 0.778 | -0.066 | 0.109 | 0.24 | 0.109 | 0.239 |
Figure 18: Impulse responses to Ramey (2011) shock
| Quarter | C_IRF | C_SE | C_90CI_Upper | C_90CI_Lower | Y_earned_IRF | Y_earned_SE | Y_earned_90CI_Upper | Y_earned_90CI_Lower | R_IRF | R_SE | R_90CI_Upper | R_90CI_Lower | S_IRF | S_SE | S_90CI_Upper | S_90CI_Lower |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -0.01 | 0.064 | 0.095 | -0.116 | 0.034 | 0.138 | 0.26 | -0.193 | 0.029 | 0.08 | 0.161 | -0.104 | -2.575 | 1.838 | 0.449 | -5.599 |
| 1 | 0.001 | 0.092 | 0.152 | -0.15 | -0.129 | 0.156 | 0.128 | -0.386 | -0.112 | 0.105 | 0.06 | -0.285 | -1.366 | 1.796 | 1.589 | -4.32 |
| 2 | -0.011 | 0.111 | 0.171 | -0.193 | -0.029 | 0.175 | 0.259 | -0.317 | -0.121 | 0.11 | 0.06 | -0.301 | -4.056 | 1.799 | -1.096 | -7.016 |
| 3 | -0.044 | 0.132 | 0.173 | -0.262 | -0.064 | 0.245 | 0.339 | -0.468 | -0.015 | 0.122 | 0.185 | -0.215 | -1.483 | 1.886 | 1.62 | -4.585 |
| 4 | -0.051 | 0.147 | 0.191 | -0.293 | -0.105 | 0.265 | 0.331 | -0.541 | -0.042 | 0.133 | 0.177 | -0.26 | -3.338 | 1.836 | -0.318 | -6.358 |
| 5 | -0.088 | 0.161 | 0.177 | -0.353 | -0.099 | 0.268 | 0.342 | -0.54 | 0.053 | 0.143 | 0.289 | -0.182 | -2.965 | 1.891 | 0.146 | -6.076 |
| 6 | -0.1 | 0.174 | 0.186 | -0.387 | 0.018 | 0.28 | 0.478 | -0.442 | 0.058 | 0.148 | 0.302 | -0.186 | -1.258 | 1.917 | 1.894 | -4.411 |
| 7 | -0.098 | 0.188 | 0.211 | -0.408 | -0.043 | 0.28 | 0.419 | -0.504 | 0.041 | 0.149 | 0.286 | -0.203 | 0.011 | 1.811 | 2.99 | -2.968 |
| 8 | -0.1 | 0.199 | 0.228 | -0.428 | -0.124 | 0.28 | 0.337 | -0.585 | 0.094 | 0.151 | 0.342 | -0.154 | -2.598 | 1.787 | 0.342 | -5.538 |
| 9 | -0.166 | 0.209 | 0.179 | -0.51 | -0.17 | 0.288 | 0.304 | -0.645 | 0.098 | 0.154 | 0.351 | -0.156 | 0.038 | 1.732 | 2.887 | -2.81 |
| 10 | -0.159 | 0.215 | 0.194 | -0.512 | -0.113 | 0.3 | 0.38 | -0.607 | 0.131 | 0.155 | 0.386 | -0.124 | -1.18 | 1.846 | 1.856 | -4.216 |
| 11 | -0.162 | 0.224 | 0.206 | -0.53 | -0.143 | 0.305 | 0.358 | -0.644 | 0.151 | 0.155 | 0.406 | -0.103 | -1.338 | 1.907 | 1.8 | -4.476 |
| 12 | -0.181 | 0.233 | 0.203 | -0.565 | -0.206 | 0.311 | 0.306 | -0.718 | 0.21 | 0.154 | 0.464 | -0.043 | -1.734 | 1.846 | 1.302 | -4.77 |
| 13 | -0.192 | 0.241 | 0.205 | -0.589 | -0.172 | 0.319 | 0.352 | -0.696 | 0.178 | 0.149 | 0.424 | -0.067 | -1.642 | 1.736 | 1.214 | -4.498 |
| 14 | -0.265 | 0.248 | 0.142 | -0.673 | -0.216 | 0.326 | 0.32 | -0.753 | 0.164 | 0.143 | 0.399 | -0.072 | -2.199 | 1.829 | 0.81 | -5.209 |
| 15 | -0.294 | 0.253 | 0.123 | -0.711 | -0.1 | 0.292 | 0.38 | -0.58 | 0.176 | 0.142 | 0.41 | -0.058 | -3.081 | 1.729 | -0.237 | -5.926 |
Figure 19:
(a) Interest rate
(b) Aggregate labor income
(a) Interest rate
| theta_R | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.498 | 1 | 0.098 | 1 |
| 0.003 | 0.498 | 1 | 0.098 | 1 |
| 0.005 | 0.498 | 1 | 0.098 | 1 |
| 0.008 | 0.499 | 1 | 0.098 | 1 |
| 0.01 | 0.499 | 1 | 0.098 | 1 |
| 0.013 | 0.499 | 1 | 0.098 | 1 |
| 0.015 | 0.5 | 1 | 0.098 | 1 |
| 0.018 | 0.5 | 1 | 0.098 | 1 |
| 0.02 | 0.501 | 1 | 0.098 | 1 |
| 0.023 | 0.501 | 1 | 0.098 | 1 |
| 0.025 | 0.501 | 1 | 0.098 | 1 |
| 0.028 | 0.502 | 1 | 0.098 | 1 |
| 0.03 | 0.502 | 1 | 0.098 | 1 |
| 0.033 | 0.502 | 1 | 0.098 | 1 |
| 0.035 | 0.503 | 1 | 0.098 | 1 |
| 0.038 | 0.503 | 1 | 0.098 | 1 |
| 0.04 | 0.503 | 1 | 0.098 | 1 |
| 0.043 | 0.504 | 1 | 0.098 | 1 |
| 0.045 | 0.504 | 1 | 0.098 | 1 |
| 0.048 | 0.505 | 1 | 0.098 | 1 |
| 0.05 | 0.505 | 1 | 0.098 | 1 |
| 0.053 | 0.505 | 1 | 0.098 | 1 |
| 0.055 | 0.506 | 1 | 0.098 | 1 |
| 0.058 | 0.506 | 1 | 0.098 | 1 |
| 0.06 | 0.506 | 1 | 0.098 | 1 |
| 0.063 | 0.507 | 1 | 0.098 | 1 |
| 0.065 | 0.507 | 1 | 0.098 | 1 |
| 0.068 | 0.507 | 1 | 0.098 | 1 |
| 0.07 | 0.508 | 1 | 0.098 | 1 |
| 0.073 | 0.508 | 1 | 0.098 | 1 |
| 0.075 | 0.509 | 1 | 0.098 | 1 |
| 0.078 | 0.509 | 1 | 0.098 | 1 |
| 0.08 | 0.509 | 1 | 0.098 | 1 |
| 0.083 | 0.51 | 1 | 0.098 | 1 |
| 0.085 | 0.51 | 1 | 0.098 | 1 |
| 0.088 | 0.51 | 1 | 0.098 | 1 |
| 0.09 | 0.511 | 1 | 0.098 | 1 |
| 0.093 | 0.511 | 1 | 0.098 | 1 |
| 0.095 | 0.512 | 1 | 0.098 | 1 |
| 0.098 | 0.512 | 1 | 0.098 | 1 |
| 0.1 | 0.512 | 1 | 0.098 | 1 |
| 0.103 | 0.513 | 1 | 0.098 | 1 |
| 0.105 | 0.513 | 1 | 0.098 | 1 |
| 0.108 | 0.513 | 1 | 0.098 | 1 |
| 0.11 | 0.514 | 1 | 0.098 | 1 |
| 0.113 | 0.514 | 1 | 0.098 | 1 |
| 0.115 | 0.515 | 1 | 0.098 | 1 |
| 0.118 | 0.515 | 1 | 0.098 | 1 |
| 0.12 | 0.515 | 1 | 0.098 | 1 |
| 0.123 | 0.516 | 1 | 0.098 | 1 |
| 0.125 | 0.516 | 1 | 0.098 | 1 |
| 0.128 | 0.517 | 1 | 0.098 | 1 |
| 0.13 | 0.517 | 1 | 0.098 | 1 |
| 0.133 | 0.517 | 1 | 0.098 | 1 |
| 0.135 | 0.518 | 1 | 0.098 | 1 |
| 0.138 | 0.518 | 1 | 0.098 | 1 |
| 0.14 | 0.518 | 1 | 0.098 | 1 |
| 0.143 | 0.519 | 1 | 0.098 | 1 |
| 0.145 | 0.519 | 1 | 0.098 | 1 |
| 0.148 | 0.52 | 1 | 0.098 | 1 |
| 0.15 | 0.52 | 1 | 0.098 | 1 |
| 0.153 | 0.521 | 1 | 0.098 | 1 |
| 0.155 | 0.521 | 1 | 0.098 | 1 |
| 0.158 | 0.521 | 1 | 0.098 | 1 |
| 0.16 | 0.522 | 1 | 0.098 | 1 |
| 0.163 | 0.522 | 1 | 0.098 | 1 |
| 0.165 | 0.523 | 1 | 0.098 | 1 |
| 0.168 | 0.523 | 1 | 0.098 | 1 |
| 0.17 | 0.523 | 1 | 0.098 | 1 |
| 0.173 | 0.524 | 1 | 0.098 | 1 |
| 0.175 | 0.524 | 1 | 0.098 | 1 |
| 0.178 | 0.525 | 1 | 0.098 | 1 |
| 0.18 | 0.525 | 1 | 0.098 | 1 |
| 0.183 | 0.526 | 1 | 0.098 | 1 |
| 0.185 | 0.526 | 1 | 0.098 | 1 |
| 0.188 | 0.526 | 1 | 0.098 | 1 |
| 0.19 | 0.527 | 1 | 0.098 | 1 |
| 0.193 | 0.527 | 1 | 0.098 | 1 |
| 0.195 | 0.528 | 1 | 0.098 | 1 |
| 0.198 | 0.528 | 1 | 0.098 | 1 |
| 0.201 | 0.529 | 1 | 0.098 | 1 |
| 0.203 | 0.529 | 1 | 0.098 | 1 |
| 0.206 | 0.53 | 1 | 0.098 | 1 |
| 0.208 | 0.53 | 1 | 0.098 | 1 |
| 0.211 | 0.53 | 1 | 0.098 | 1 |
| 0.213 | 0.531 | 1 | 0.098 | 1 |
| 0.216 | 0.531 | 1 | 0.098 | 1 |
| 0.218 | 0.532 | 1 | 0.098 | 1 |
| 0.221 | 0.532 | 1 | 0.098 | 1 |
| 0.223 | 0.533 | 1 | 0.098 | 1 |
| 0.226 | 0.533 | 1 | 0.098 | 1 |
| 0.228 | 0.534 | 1 | 0.098 | 1 |
| 0.231 | 0.534 | 1 | 0.098 | 1 |
| 0.233 | 0.535 | 1 | 0.098 | 1 |
| 0.236 | 0.535 | 1 | 0.098 | 1 |
| 0.238 | 0.536 | 1 | 0.098 | 1 |
| 0.241 | 0.536 | 1 | 0.098 | 1 |
| 0.243 | 0.537 | 1 | 0.098 | 1 |
| 0.246 | 0.537 | 1 | 0.098 | 1 |
| 0.248 | 0.538 | 1 | 0.098 | 1 |
| 0.251 | 0.538 | 1 | 0.098 | 1 |
| 0.253 | 0.539 | 1 | 0.098 | 1 |
| 0.256 | 0.539 | 1 | 0.098 | 1 |
| 0.258 | 0.54 | 1 | 0.098 | 1 |
| 0.261 | 0.54 | 1 | 0.098 | 1 |
| 0.263 | 0.541 | 1 | 0.098 | 1 |
| 0.266 | 0.541 | 1 | 0.098 | 1 |
| 0.268 | 0.542 | 1 | 0.098 | 1 |
| 0.271 | 0.542 | 1 | 0.098 | 1 |
| 0.273 | 0.543 | 1 | 0.098 | 1 |
| 0.276 | 0.543 | 1 | 0.098 | 1 |
| 0.278 | 0.544 | 1 | 0.098 | 1 |
| 0.281 | 0.544 | 1 | 0.098 | 1 |
| 0.283 | 0.545 | 1 | 0.098 | 1 |
| 0.286 | 0.546 | 1 | 0.098 | 1 |
| 0.288 | 0.546 | 1 | 0.098 | 1 |
| 0.291 | 0.547 | 1 | 0.098 | 1 |
| 0.293 | 0.547 | 1 | 0.098 | 1 |
| 0.296 | 0.548 | 1 | 0.098 | 1 |
| 0.298 | 0.548 | 1 | 0.098 | 1 |
| 0.301 | 0.549 | 1 | 0.098 | 1 |
| 0.303 | 0.55 | 1 | 0.098 | 1 |
| 0.306 | 0.55 | 1 | 0.098 | 1 |
| 0.308 | 0.551 | 1 | 0.098 | 1 |
| 0.311 | 0.551 | 1 | 0.098 | 1 |
| 0.313 | 0.552 | 1 | 0.098 | 1 |
| 0.316 | 0.553 | 1 | 0.098 | 1 |
| 0.318 | 0.553 | 1 | 0.098 | 1 |
| 0.321 | 0.554 | 1 | 0.098 | 1 |
| 0.323 | 0.554 | 1 | 0.098 | 1 |
| 0.326 | 0.555 | 1 | 0.098 | 1 |
| 0.328 | 0.556 | 1 | 0.098 | 1 |
| 0.331 | 0.556 | 1 | 0.098 | 1 |
| 0.333 | 0.557 | 1 | 0.098 | 1 |
| 0.336 | 0.558 | 1 | 0.098 | 1 |
| 0.338 | 0.558 | 1 | 0.098 | 1 |
| 0.341 | 0.559 | 1 | 0.098 | 1 |
| 0.343 | 0.56 | 1 | 0.098 | 1 |
| 0.346 | 0.56 | 1 | 0.098 | 1 |
| 0.348 | 0.561 | 1 | 0.098 | 1 |
| 0.351 | 0.562 | 1 | 0.098 | 1 |
| 0.353 | 0.562 | 1 | 0.098 | 1 |
| 0.356 | 0.563 | 1 | 0.098 | 1 |
| 0.358 | 0.564 | 1 | 0.098 | 1 |
| 0.361 | 0.565 | 1 | 0.098 | 1 |
| 0.363 | 0.565 | 1 | 0.098 | 1 |
| 0.366 | 0.566 | 1 | 0.098 | 1 |
| 0.368 | 0.567 | 1 | 0.098 | 1 |
| 0.371 | 0.568 | 1 | 0.098 | 1 |
| 0.373 | 0.568 | 1 | 0.098 | 1 |
| 0.376 | 0.569 | 1 | 0.098 | 1 |
| 0.378 | 0.57 | 1 | 0.098 | 1 |
| 0.381 | 0.571 | 1 | 0.098 | 1 |
| 0.383 | 0.571 | 1 | 0.098 | 1 |
| 0.386 | 0.572 | 1 | 0.098 | 1 |
| 0.388 | 0.573 | 1 | 0.098 | 1 |
| 0.391 | 0.574 | 1 | 0.098 | 1 |
| 0.393 | 0.575 | 1 | 0.098 | 1 |
| 0.396 | 0.575 | 1 | 0.098 | 1 |
| 0.398 | 0.576 | 1 | 0.098 | 1 |
| 0.401 | 0.577 | 1 | 0.098 | 1 |
| 0.404 | 0.578 | 1 | 0.098 | 1 |
| 0.406 | 0.579 | 1 | 0.098 | 1 |
| 0.409 | 0.58 | 1 | 0.098 | 1 |
| 0.411 | 0.581 | 1 | 0.098 | 1 |
| 0.414 | 0.582 | 1 | 0.098 | 1 |
| 0.416 | 0.582 | 1 | 0.098 | 1 |
| 0.419 | 0.583 | 1 | 0.098 | 1 |
| 0.421 | 0.584 | 1 | 0.098 | 1 |
| 0.424 | 0.585 | 1 | 0.098 | 1 |
| 0.426 | 0.586 | 1 | 0.098 | 1 |
| 0.429 | 0.587 | 1 | 0.098 | 1 |
| 0.431 | 0.588 | 1 | 0.098 | 1 |
| 0.434 | 0.589 | 1 | 0.098 | 1 |
| 0.436 | 0.59 | 1 | 0.098 | 1 |
| 0.439 | 0.591 | 1 | 0.098 | 1 |
| 0.441 | 0.592 | 1 | 0.098 | 1 |
| 0.444 | 0.593 | 1 | 0.098 | 1 |
| 0.446 | 0.594 | 1 | 0.098 | 1 |
| 0.449 | 0.595 | 1 | 0.098 | 1 |
| 0.451 | 0.596 | 1 | 0.098 | 1 |
| 0.454 | 0.597 | 1 | 0.098 | 1 |
| 0.456 | 0.598 | 1 | 0.098 | 1 |
| 0.459 | 0.599 | 1 | 0.098 | 1 |
| 0.461 | 0.601 | 1 | 0.098 | 1 |
| 0.464 | 0.602 | 1 | 0.098 | 1 |
| 0.466 | 0.603 | 1 | 0.098 | 1 |
| 0.469 | 0.604 | 1 | 0.098 | 1 |
| 0.471 | 0.605 | 1 | 0.098 | 1 |
| 0.474 | 0.606 | 1 | 0.098 | 1 |
| 0.476 | 0.607 | 1 | 0.098 | 1 |
| 0.479 | 0.609 | 1 | 0.098 | 1 |
| 0.481 | 0.61 | 1 | 0.098 | 1 |
| 0.484 | 0.611 | 1 | 0.098 | 1 |
| 0.486 | 0.612 | 1 | 0.098 | 1 |
| 0.489 | 0.614 | 1 | 0.098 | 1 |
| 0.491 | 0.615 | 1 | 0.098 | 1 |
| 0.494 | 0.616 | 1 | 0.098 | 1 |
| 0.496 | 0.618 | 1 | 0.098 | 1 |
| 0.499 | 0.619 | 1 | 0.098 | 1 |
| 0.501 | 0.62 | 1 | 0.098 | 1 |
| 0.504 | 0.622 | 1 | 0.098 | 1 |
| 0.506 | 0.623 | 1 | 0.098 | 1 |
| 0.509 | 0.625 | 1 | 0.098 | 1 |
| 0.511 | 0.626 | 1 | 0.098 | 1 |
| 0.514 | 0.627 | 1 | 0.098 | 1 |
| 0.516 | 0.629 | 1 | 0.098 | 1 |
| 0.519 | 0.63 | 1 | 0.098 | 1 |
| 0.521 | 0.632 | 1 | 0.098 | 1 |
| 0.524 | 0.633 | 1 | 0.098 | 1 |
| 0.526 | 0.635 | 1 | 0.098 | 1 |
| 0.529 | 0.637 | 1 | 0.098 | 1 |
| 0.531 | 0.638 | 1 | 0.098 | 1 |
| 0.534 | 0.64 | 1 | 0.098 | 1 |
| 0.536 | 0.641 | 1 | 0.098 | 1 |
| 0.539 | 0.643 | 1 | 0.098 | 1 |
| 0.541 | 0.645 | 1 | 0.098 | 1 |
| 0.544 | 0.647 | 1 | 0.098 | 1 |
| 0.546 | 0.648 | 1 | 0.098 | 1 |
| 0.549 | 0.65 | 1 | 0.098 | 1 |
| 0.551 | 0.652 | 1 | 0.098 | 1 |
| 0.554 | 0.654 | 1 | 0.098 | 1 |
| 0.556 | 0.656 | 1 | 0.098 | 1 |
| 0.559 | 0.658 | 1 | 0.098 | 1 |
| 0.561 | 0.659 | 1 | 0.098 | 1 |
| 0.564 | 0.661 | 1 | 0.098 | 1 |
| 0.566 | 0.663 | 1 | 0.098 | 1 |
| 0.569 | 0.665 | 1 | 0.098 | 1 |
| 0.571 | 0.667 | 1 | 0.098 | 1 |
| 0.574 | 0.669 | 1 | 0.098 | 1 |
| 0.576 | 0.672 | 1 | 0.098 | 1 |
| 0.579 | 0.674 | 1 | 0.098 | 1 |
| 0.581 | 0.676 | 1 | 0.098 | 1 |
| 0.584 | 0.678 | 1 | 0.098 | 1 |
| 0.586 | 0.68 | 1 | 0.098 | 1 |
| 0.589 | 0.683 | 1 | 0.098 | 1 |
| 0.591 | 0.685 | 1 | 0.098 | 1 |
| 0.594 | 0.687 | 1 | 0.098 | 1 |
| 0.596 | 0.69 | 1 | 0.098 | 1 |
| 0.599 | 0.692 | 1 | 0.098 | 1 |
| 0.602 | 0.695 | 1 | 0.098 | 1 |
| 0.604 | 0.697 | 1 | 0.098 | 1 |
| 0.607 | 0.7 | 1 | 0.098 | 1 |
| 0.609 | 0.702 | 1 | 0.098 | 1 |
| 0.612 | 0.705 | 1 | 0.098 | 1 |
| 0.614 | 0.708 | 1 | 0.098 | 1 |
| 0.617 | 0.71 | 1 | 0.098 | 1 |
| 0.619 | 0.713 | 1 | 0.098 | 1 |
| 0.622 | 0.716 | 1 | 0.098 | 1 |
| 0.624 | 0.719 | 1 | 0.098 | 1 |
| 0.627 | 0.722 | 1 | 0.098 | 1 |
| 0.629 | 0.725 | 1 | 0.098 | 1 |
| 0.632 | 0.728 | 1 | 0.098 | 1 |
| 0.634 | 0.731 | 1 | 0.098 | 1 |
| 0.637 | 0.734 | 1 | 0.098 | 1 |
| 0.639 | 0.737 | 1 | 0.098 | 1 |
| 0.642 | 0.741 | 1 | 0.098 | 1 |
| 0.644 | 0.744 | 1 | 0.098 | 1 |
| 0.647 | 0.747 | 1 | 0.098 | 1 |
| 0.649 | 0.751 | 1 | 0.098 | 1 |
| 0.652 | 0.754 | 1 | 0.098 | 1 |
| 0.654 | 0.758 | 1 | 0.098 | 1 |
| 0.657 | 0.761 | 1 | 0.098 | 1 |
| 0.659 | 0.765 | 1 | 0.098 | 1 |
| 0.662 | 0.769 | 1 | 0.098 | 1 |
| 0.664 | 0.773 | 1 | 0.098 | 1 |
| 0.667 | 0.777 | 1 | 0.098 | 1 |
| 0.669 | 0.781 | 1 | 0.098 | 1 |
| 0.672 | 0.785 | 1 | 0.098 | 1 |
| 0.674 | 0.789 | 1 | 0.098 | 1 |
| 0.677 | 0.793 | 1 | 0.098 | 1 |
| 0.679 | 0.798 | 1 | 0.098 | 1 |
| 0.682 | 0.802 | 1 | 0.098 | 1 |
| 0.684 | 0.807 | 1 | 0.098 | 1 |
| 0.687 | 0.811 | 1 | 0.098 | 1 |
| 0.689 | 0.816 | 1 | 0.098 | 1 |
| 0.692 | 0.821 | 1 | 0.098 | 1 |
| 0.694 | 0.826 | 1 | 0.098 | 1 |
| 0.697 | 0.831 | 1 | 0.098 | 1 |
| 0.699 | 0.836 | 1 | 0.098 | 1 |
| 0.702 | 0.841 | 1 | 0.098 | 1 |
| 0.704 | 0.846 | 1 | 0.098 | 1 |
| 0.707 | 0.852 | 1 | 0.098 | 1 |
| 0.709 | 0.857 | 1 | 0.098 | 1 |
| 0.712 | 0.863 | 1 | 0.098 | 1 |
| 0.714 | 0.869 | 1 | 0.098 | 1 |
| 0.717 | 0.875 | 1 | 0.098 | 1 |
| 0.719 | 0.881 | 1 | 0.098 | 1 |
| 0.722 | 0.887 | 1 | 0.098 | 1 |
| 0.724 | 0.893 | 1 | 0.098 | 1 |
| 0.727 | 0.9 | 1 | 0.098 | 1 |
| 0.729 | 0.906 | 1 | 0.098 | 1 |
| 0.732 | 0.913 | 1 | 0.098 | 1 |
| 0.734 | 0.92 | 1 | 0.098 | 1 |
| 0.737 | 0.927 | 1 | 0.098 | 1 |
| 0.739 | 0.934 | 1 | 0.098 | 1 |
| 0.742 | 0.942 | 1 | 0.098 | 1 |
| 0.744 | 0.949 | 1 | 0.098 | 1 |
| 0.747 | 0.957 | 1 | 0.098 | 1 |
| 0.749 | 0.965 | 1 | 0.098 | 1 |
| 0.752 | 0.973 | 1 | 0.098 | 1 |
| 0.754 | 0.981 | 1 | 0.098 | 1 |
| 0.757 | 0.99 | 1 | 0.098 | 1 |
| 0.759 | 0.999 | 1 | 0.098 | 1 |
| 0.762 | 1.008 | 1 | 0.098 | 1 |
| 0.764 | 1.017 | 1 | 0.098 | 1 |
| 0.767 | 1.026 | 1 | 0.098 | 1 |
| 0.769 | 1.036 | 1 | 0.098 | 1 |
| 0.772 | 1.045 | 1 | 0.098 | 1 |
| 0.774 | 1.055 | 1 | 0.098 | 1 |
| 0.777 | 1.066 | 1 | 0.098 | 1 |
| 0.779 | 1.076 | 1 | 0.098 | 1 |
| 0.782 | 1.087 | 1 | 0.098 | 1 |
| 0.784 | 1.098 | 1 | 0.098 | 1 |
| 0.787 | 1.11 | 1 | 0.098 | 1 |
| 0.789 | 1.121 | 1 | 0.098 | 1 |
| 0.792 | 1.133 | 1 | 0.098 | 1 |
| 0.794 | 1.145 | 1 | 0.098 | 1 |
| 0.797 | 1.158 | 1 | 0.098 | 1 |
| 0.799 | 1.171 | 1 | 0.098 | 1 |
| 0.802 | 1.184 | 1 | 0.098 | 1 |
| 0.805 | 1.198 | 1 | 0.098 | 1 |
| 0.807 | 1.211 | 1 | 0.098 | 1 |
| 0.81 | 1.226 | 1 | 0.098 | 1 |
| 0.812 | 1.24 | 1 | 0.098 | 1 |
| 0.815 | 1.255 | 1 | 0.098 | 1 |
| 0.817 | 1.271 | 1 | 0.098 | 1 |
| 0.82 | 1.287 | 1 | 0.098 | 1 |
| 0.822 | 1.303 | 1 | 0.098 | 1 |
| 0.825 | 1.32 | 1 | 0.098 | 1 |
| 0.827 | 1.337 | 1 | 0.098 | 1 |
| 0.83 | 1.355 | 1 | 0.098 | 1 |
| 0.832 | 1.373 | 1 | 0.098 | 1 |
| 0.835 | 1.391 | 1 | 0.098 | 1 |
| 0.837 | 1.411 | 1 | 0.098 | 1 |
| 0.84 | 1.43 | 1 | 0.098 | 1 |
| 0.842 | 1.451 | 1 | 0.098 | 1 |
| 0.845 | 1.471 | 1 | 0.098 | 1 |
| 0.847 | 1.493 | 1 | 0.098 | 1 |
| 0.85 | 1.515 | 1 | 0.098 | 1 |
| 0.852 | 1.537 | 1 | 0.098 | 1 |
| 0.855 | 1.561 | 1 | 0.098 | 1 |
| 0.857 | 1.584 | 1 | 0.098 | 1 |
| 0.86 | 1.609 | 1 | 0.098 | 1 |
| 0.862 | 1.634 | 1 | 0.098 | 1 |
| 0.865 | 1.66 | 1 | 0.098 | 1 |
| 0.867 | 1.687 | 1 | 0.098 | 1 |
| 0.87 | 1.715 | 1 | 0.098 | 1 |
| 0.872 | 1.743 | 1 | 0.098 | 1 |
| 0.875 | 1.772 | 1 | 0.098 | 1 |
| 0.877 | 1.802 | 1 | 0.098 | 1 |
| 0.88 | 1.833 | 1 | 0.098 | 1 |
| 0.882 | 1.865 | 1 | 0.098 | 1 |
| 0.885 | 1.898 | 1 | 0.098 | 1 |
| 0.887 | 1.931 | 1 | 0.098 | 1 |
| 0.89 | 1.966 | 1 | 0.098 | 1 |
| 0.892 | 2.002 | 1 | 0.098 | 1 |
| 0.895 | 2.039 | 1 | 0.098 | 1 |
| 0.897 | 2.076 | 1 | 0.098 | 1 |
| 0.9 | 2.115 | 1 | 0.098 | 1 |
| 0.902 | 2.155 | 1 | 0.098 | 1 |
| 0.905 | 2.197 | 1 | 0.098 | 1 |
| 0.907 | 2.239 | 1 | 0.098 | 1 |
| 0.91 | 2.283 | 1 | 0.098 | 1 |
| 0.912 | 2.328 | 1 | 0.098 | 1 |
| 0.915 | 2.374 | 1 | 0.098 | 1 |
| 0.917 | 2.421 | 1 | 0.098 | 1 |
| 0.92 | 2.47 | 1 | 0.098 | 1 |
| 0.922 | 2.52 | 1 | 0.098 | 1 |
| 0.925 | 2.572 | 1 | 0.098 | 1 |
| 0.927 | 2.625 | 1 | 0.098 | 1 |
| 0.93 | 2.68 | 1 | 0.098 | 1 |
| 0.932 | 2.736 | 1 | 0.098 | 1 |
| 0.935 | 2.793 | 1 | 0.098 | 1 |
| 0.937 | 2.852 | 1 | 0.098 | 1 |
| 0.94 | 2.913 | 1 | 0.098 | 1 |
| 0.942 | 2.975 | 1 | 0.098 | 1 |
| 0.945 | 3.039 | 1 | 0.098 | 1 |
| 0.947 | 3.104 | 1 | 0.098 | 1 |
| 0.95 | 3.171 | 1 | 0.098 | 1 |
| 0.952 | 3.239 | 1 | 0.098 | 1 |
| 0.955 | 3.309 | 1 | 0.098 | 1 |
| 0.957 | 3.381 | 1 | 0.098 | 1 |
| 0.96 | 3.453 | 1 | 0.098 | 1 |
| 0.962 | 3.527 | 1 | 0.098 | 1 |
| 0.965 | 3.603 | 1 | 0.098 | 1 |
| 0.967 | 3.68 | 1 | 0.098 | 1 |
| 0.97 | 3.757 | 1 | 0.098 | 1 |
| 0.972 | 3.836 | 1 | 0.098 | 1 |
| 0.975 | 3.916 | 1 | 0.098 | 1 |
| 0.977 | 3.997 | 1 | 0.098 | 1 |
| 0.98 | 4.078 | 1 | 0.098 | 1 |
| 0.982 | 4.159 | 1 | 0.098 | 1 |
| 0.985 | 4.24 | 1 | 0.098 | 1 |
| 0.987 | 4.321 | 1 | 0.098 | 1 |
| 0.99 | 4.402 | 1 | 0.098 | 1 |
| 0.992 | 4.482 | 1 | 0.098 | 1 |
| 0.995 | 4.56 | 1 | 0.098 | 1 |
| 0.997 | 4.637 | 1 | 0.098 | 1 |
| 1 | 4.712 | 1 | 0.098 | 1 |
(b) Aggregate labor income
| theta_Y | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.758 | 0.939 | 0.061 | 1 |
| 0.02 | 0.761 | 0.939 | 0.061 | 1 |
| 0.041 | 0.764 | 0.939 | 0.061 | 1 |
| 0.061 | 0.767 | 0.939 | 0.061 | 1 |
| 0.082 | 0.77 | 0.939 | 0.061 | 1 |
| 0.102 | 0.773 | 0.939 | 0.061 | 1 |
| 0.122 | 0.776 | 0.939 | 0.061 | 1 |
| 0.143 | 0.779 | 0.939 | 0.061 | 1 |
| 0.163 | 0.783 | 0.939 | 0.061 | 1 |
| 0.184 | 0.786 | 0.939 | 0.061 | 1 |
| 0.204 | 0.79 | 0.939 | 0.061 | 1 |
| 0.224 | 0.794 | 0.939 | 0.061 | 1 |
| 0.245 | 0.798 | 0.939 | 0.061 | 1 |
| 0.265 | 0.803 | 0.939 | 0.061 | 1 |
| 0.286 | 0.808 | 0.939 | 0.061 | 1 |
| 0.306 | 0.813 | 0.939 | 0.061 | 1 |
| 0.327 | 0.819 | 0.939 | 0.061 | 1 |
| 0.347 | 0.824 | 0.939 | 0.061 | 1 |
| 0.367 | 0.831 | 0.939 | 0.061 | 1 |
| 0.388 | 0.838 | 0.939 | 0.061 | 1 |
| 0.408 | 0.845 | 0.939 | 0.061 | 1 |
| 0.429 | 0.853 | 0.939 | 0.061 | 1 |
| 0.449 | 0.861 | 0.939 | 0.061 | 1 |
| 0.469 | 0.871 | 0.939 | 0.061 | 1 |
| 0.49 | 0.881 | 0.939 | 0.061 | 1 |
| 0.51 | 0.892 | 0.939 | 0.061 | 1 |
| 0.531 | 0.903 | 0.939 | 0.061 | 1 |
| 0.551 | 0.916 | 0.939 | 0.061 | 1 |
| 0.571 | 0.93 | 0.939 | 0.061 | 1 |
| 0.592 | 0.945 | 0.939 | 0.061 | 1 |
| 0.612 | 0.962 | 0.939 | 0.061 | 1 |
| 0.633 | 0.981 | 0.939 | 0.061 | 1 |
| 0.653 | 1.001 | 0.939 | 0.061 | 1 |
| 0.673 | 1.023 | 0.939 | 0.061 | 1 |
| 0.694 | 1.047 | 0.939 | 0.061 | 1 |
| 0.714 | 1.074 | 0.939 | 0.061 | 1 |
| 0.735 | 1.104 | 0.939 | 0.061 | 1 |
| 0.755 | 1.136 | 0.939 | 0.061 | 1 |
| 0.776 | 1.172 | 0.939 | 0.061 | 1 |
| 0.796 | 1.211 | 0.939 | 0.061 | 1 |
| 0.816 | 1.253 | 0.939 | 0.061 | 1 |
| 0.837 | 1.297 | 0.939 | 0.061 | 1 |
| 0.857 | 1.342 | 0.939 | 0.061 | 1 |
| 0.878 | 1.385 | 0.939 | 0.061 | 1 |
| 0.898 | 1.422 | 0.939 | 0.061 | 1 |
| 0.918 | 1.446 | 0.939 | 0.061 | 1 |
| 0.939 | 1.447 | 0.939 | 0.061 | 1 |
| 0.959 | 1.414 | 0.939 | 0.061 | 1 |
| 0.98 | 1.337 | 0.939 | 0.061 | 1 |
| 1 | 1.215 | 0.939 | 0.061 | 1 |
Figure 20: Comparison of consumption path: Ramey (2011)
shock
| Quarter | Empirical | Empirical_90CI_Upper | Empirical_90CI_Lower | Model_Sticky_Y_and_R | Model_Sticky_Y_only | Model_Sticky_R_only | Model_FIRE |
|---|---|---|---|---|---|---|---|
| 0 | -0.01 | 0.095 | -0.116 | 0.006 | -0.139 | -0.046 | -0.192 |
| 1 | 0.001 | 0.152 | -0.15 | -0.04 | -0.204 | -0.078 | -0.242 |
| 2 | -0.011 | 0.171 | -0.193 | -0.027 | -0.212 | -0.063 | -0.249 |
| 3 | -0.044 | 0.173 | -0.262 | -0.04 | -0.225 | -0.072 | -0.257 |
| 4 | -0.051 | 0.191 | -0.293 | -0.056 | -0.249 | -0.081 | -0.274 |
| 5 | -0.088 | 0.177 | -0.353 | -0.062 | -0.243 | -0.082 | -0.262 |
| 6 | -0.1 | 0.186 | -0.387 | -0.038 | -0.208 | -0.062 | -0.232 |
| 7 | -0.098 | 0.211 | -0.408 | -0.052 | -0.216 | -0.076 | -0.24 |
| 8 | -0.1 | 0.228 | -0.428 | -0.077 | -0.226 | -0.096 | -0.245 |
| 9 | -0.166 | 0.179 | -0.51 | -0.097 | -0.232 | -0.11 | -0.245 |
| 10 | -0.159 | 0.194 | -0.512 | -0.093 | -0.208 | -0.104 | -0.219 |
| 11 | -0.162 | 0.206 | -0.53 | -0.104 | -0.197 | -0.113 | -0.206 |
| 12 | -0.181 | 0.203 | -0.565 | -0.124 | -0.182 | -0.128 | -0.185 |
| 13 | -0.192 | 0.205 | -0.589 | -0.123 | -0.153 | -0.123 | -0.153 |
| 14 | -0.265 | 0.142 | -0.673 | -0.135 | -0.14 | -0.131 | -0.136 |
| 15 | -0.294 | 0.123 | -0.711 | -0.111 | -0.086 | -0.107 | -0.083 |
Figure 21: Impulse responses to Ben Zeev and Pappa (2017)
shock
| Quarter | C_IRF | C_SE | C_90CI_Upper | C_90CI_Lower | Y_earned_IRF | Y_earned_SE | Y_earned_90CI_Upper | Y_earned_90CI_Lower | R_IRF | R_SE | R_90CI_Upper | R_90CI_Lower | S_IRF | S_SE | S_90CI_Upper | S_90CI_Lower |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.008 | 0.064 | 0.112 | -0.097 | 0.095 | 0.137 | 0.32 | -0.13 | 0.35 | 0.075 | 0.473 | 0.227 | -4.064 | 1.78 | -1.136 | -6.992 |
| 1 | -0.082 | 0.091 | 0.068 | -0.231 | -0.121 | 0.154 | 0.133 | -0.375 | 0.206 | 0.102 | 0.374 | 0.037 | -0.315 | 1.786 | 2.624 | -3.253 |
| 2 | -0.094 | 0.11 | 0.086 | -0.274 | -0.105 | 0.173 | 0.18 | -0.39 | 0.24 | 0.108 | 0.418 | 0.063 | -4.944 | 1.744 | -2.075 | -7.812 |
| 3 | -0.173 | 0.13 | 0.042 | -0.387 | -0.146 | 0.243 | 0.254 | -0.547 | 0.445 | 0.116 | 0.636 | 0.253 | -2.237 | 1.896 | 0.882 | -5.356 |
| 4 | -0.294 | 0.144 | -0.057 | -0.532 | -0.271 | 0.262 | 0.16 | -0.702 | 0.193 | 0.129 | 0.406 | -0.02 | -2.761 | 1.81 | 0.217 | -5.739 |
| 5 | -0.304 | 0.158 | -0.044 | -0.564 | -0.358 | 0.265 | 0.078 | -0.793 | 0.355 | 0.138 | 0.581 | 0.128 | -0.192 | 1.891 | 2.919 | -3.302 |
| 6 | -0.374 | 0.17 | -0.094 | -0.654 | -0.453 | 0.275 | -0 | -0.906 | 0.454 | 0.144 | 0.691 | 0.217 | -4.328 | 1.863 | -1.263 | -7.393 |
| 7 | -0.412 | 0.184 | -0.109 | -0.715 | -0.475 | 0.276 | -0.021 | -0.929 | 0.402 | 0.148 | 0.646 | 0.159 | -1.228 | 1.782 | 1.703 | -4.16 |
| 8 | -0.437 | 0.196 | -0.115 | -0.759 | -0.48 | 0.275 | -0.027 | -0.933 | 0.198 | 0.152 | 0.449 | -0.052 | -2.435 | 1.795 | 0.518 | -5.387 |
| 9 | -0.495 | 0.206 | -0.156 | -0.835 | -0.557 | 0.284 | -0.09 | -1.024 | 0.127 | 0.155 | 0.382 | -0.128 | -0.701 | 1.709 | 2.11 | -3.513 |
| 10 | -0.391 | 0.213 | -0.041 | -0.742 | -0.494 | 0.298 | -0.004 | -0.983 | 0.23 | 0.157 | 0.488 | -0.028 | 0.439 | 1.838 | 3.462 | -2.585 |
| 11 | -0.341 | 0.223 | 0.025 | -0.708 | -0.404 | 0.303 | 0.094 | -0.902 | 0.232 | 0.158 | 0.492 | -0.029 | -2.367 | 1.89 | 0.743 | -5.477 |
| 12 | -0.319 | 0.233 | 0.064 | -0.703 | -0.441 | 0.311 | 0.071 | -0.952 | 0.336 | 0.161 | 0.602 | 0.07 | -2.093 | 1.838 | 0.93 | -5.116 |
| 13 | -0.263 | 0.241 | 0.133 | -0.66 | -0.281 | 0.319 | 0.244 | -0.806 | 0.209 | 0.16 | 0.472 | -0.054 | -2.735 | 1.714 | 0.084 | -5.554 |
| 14 | -0.35 | 0.247 | 0.056 | -0.757 | -0.297 | 0.326 | 0.239 | -0.833 | 0.092 | 0.154 | 0.345 | -0.162 | -1.798 | 1.838 | 1.225 | -4.822 |
| 15 | -0.284 | 0.254 | 0.133 | -0.701 | -0.339 | 0.292 | 0.142 | -0.819 | 0.057 | 0.151 | 0.305 | -0.191 | -2.12 | 1.712 | 0.696 | -4.935 |
Figure 22:
(a) Interest rate
(b) Aggregate labor income
(a) Interest rate
| theta_R | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.072 | 0.995 | 0.454 | 1 |
| 0.003 | 0.073 | 0.995 | 0.454 | 1 |
| 0.005 | 0.073 | 0.995 | 0.454 | 1 |
| 0.008 | 0.073 | 0.995 | 0.454 | 1 |
| 0.01 | 0.073 | 0.995 | 0.454 | 1 |
| 0.013 | 0.074 | 0.995 | 0.454 | 1 |
| 0.015 | 0.074 | 0.995 | 0.454 | 1 |
| 0.018 | 0.074 | 0.995 | 0.454 | 1 |
| 0.02 | 0.075 | 0.995 | 0.454 | 1 |
| 0.023 | 0.075 | 0.995 | 0.454 | 1 |
| 0.025 | 0.075 | 0.995 | 0.454 | 1 |
| 0.028 | 0.075 | 0.995 | 0.454 | 1 |
| 0.03 | 0.076 | 0.995 | 0.454 | 1 |
| 0.033 | 0.076 | 0.995 | 0.454 | 1 |
| 0.035 | 0.076 | 0.995 | 0.454 | 1 |
| 0.038 | 0.076 | 0.995 | 0.454 | 1 |
| 0.04 | 0.077 | 0.995 | 0.454 | 1 |
| 0.043 | 0.077 | 0.995 | 0.454 | 1 |
| 0.045 | 0.077 | 0.995 | 0.454 | 1 |
| 0.048 | 0.078 | 0.995 | 0.454 | 1 |
| 0.05 | 0.078 | 0.995 | 0.454 | 1 |
| 0.053 | 0.078 | 0.995 | 0.454 | 1 |
| 0.055 | 0.078 | 0.995 | 0.454 | 1 |
| 0.058 | 0.079 | 0.995 | 0.454 | 1 |
| 0.06 | 0.079 | 0.995 | 0.454 | 1 |
| 0.063 | 0.079 | 0.995 | 0.454 | 1 |
| 0.065 | 0.08 | 0.995 | 0.454 | 1 |
| 0.068 | 0.08 | 0.995 | 0.454 | 1 |
| 0.07 | 0.08 | 0.995 | 0.454 | 1 |
| 0.073 | 0.08 | 0.995 | 0.454 | 1 |
| 0.075 | 0.081 | 0.995 | 0.454 | 1 |
| 0.078 | 0.081 | 0.995 | 0.454 | 1 |
| 0.08 | 0.081 | 0.995 | 0.454 | 1 |
| 0.083 | 0.082 | 0.995 | 0.454 | 1 |
| 0.085 | 0.082 | 0.995 | 0.454 | 1 |
| 0.088 | 0.082 | 0.995 | 0.454 | 1 |
| 0.09 | 0.083 | 0.995 | 0.454 | 1 |
| 0.093 | 0.083 | 0.995 | 0.454 | 1 |
| 0.095 | 0.083 | 0.995 | 0.454 | 1 |
| 0.098 | 0.083 | 0.995 | 0.454 | 1 |
| 0.1 | 0.084 | 0.995 | 0.454 | 1 |
| 0.103 | 0.084 | 0.995 | 0.454 | 1 |
| 0.105 | 0.084 | 0.995 | 0.454 | 1 |
| 0.108 | 0.085 | 0.995 | 0.454 | 1 |
| 0.11 | 0.085 | 0.995 | 0.454 | 1 |
| 0.113 | 0.085 | 0.995 | 0.454 | 1 |
| 0.115 | 0.086 | 0.995 | 0.454 | 1 |
| 0.118 | 0.086 | 0.995 | 0.454 | 1 |
| 0.12 | 0.086 | 0.995 | 0.454 | 1 |
| 0.123 | 0.087 | 0.995 | 0.454 | 1 |
| 0.125 | 0.087 | 0.995 | 0.454 | 1 |
| 0.128 | 0.087 | 0.995 | 0.454 | 1 |
| 0.13 | 0.088 | 0.995 | 0.454 | 1 |
| 0.133 | 0.088 | 0.995 | 0.454 | 1 |
| 0.135 | 0.088 | 0.995 | 0.454 | 1 |
| 0.138 | 0.089 | 0.995 | 0.454 | 1 |
| 0.14 | 0.089 | 0.995 | 0.454 | 1 |
| 0.143 | 0.09 | 0.995 | 0.454 | 1 |
| 0.145 | 0.09 | 0.995 | 0.454 | 1 |
| 0.148 | 0.09 | 0.995 | 0.454 | 1 |
| 0.15 | 0.091 | 0.995 | 0.454 | 1 |
| 0.153 | 0.091 | 0.995 | 0.454 | 1 |
| 0.155 | 0.091 | 0.995 | 0.454 | 1 |
| 0.158 | 0.092 | 0.995 | 0.454 | 1 |
| 0.16 | 0.092 | 0.995 | 0.454 | 1 |
| 0.163 | 0.093 | 0.995 | 0.454 | 1 |
| 0.165 | 0.093 | 0.995 | 0.454 | 1 |
| 0.168 | 0.093 | 0.995 | 0.454 | 1 |
| 0.17 | 0.094 | 0.995 | 0.454 | 1 |
| 0.173 | 0.094 | 0.995 | 0.454 | 1 |
| 0.175 | 0.094 | 0.995 | 0.454 | 1 |
| 0.178 | 0.095 | 0.995 | 0.454 | 1 |
| 0.18 | 0.095 | 0.995 | 0.454 | 1 |
| 0.183 | 0.096 | 0.995 | 0.454 | 1 |
| 0.185 | 0.096 | 0.995 | 0.454 | 1 |
| 0.188 | 0.097 | 0.995 | 0.454 | 1 |
| 0.19 | 0.097 | 0.995 | 0.454 | 1 |
| 0.193 | 0.097 | 0.995 | 0.454 | 1 |
| 0.195 | 0.098 | 0.995 | 0.454 | 1 |
| 0.198 | 0.098 | 0.995 | 0.454 | 1 |
| 0.201 | 0.099 | 0.995 | 0.454 | 1 |
| 0.203 | 0.099 | 0.995 | 0.454 | 1 |
| 0.206 | 0.099 | 0.995 | 0.454 | 1 |
| 0.208 | 0.1 | 0.995 | 0.454 | 1 |
| 0.211 | 0.1 | 0.995 | 0.454 | 1 |
| 0.213 | 0.101 | 0.995 | 0.454 | 1 |
| 0.216 | 0.101 | 0.995 | 0.454 | 1 |
| 0.218 | 0.102 | 0.995 | 0.454 | 1 |
| 0.221 | 0.102 | 0.995 | 0.454 | 1 |
| 0.223 | 0.103 | 0.995 | 0.454 | 1 |
| 0.226 | 0.103 | 0.995 | 0.454 | 1 |
| 0.228 | 0.104 | 0.995 | 0.454 | 1 |
| 0.231 | 0.104 | 0.995 | 0.454 | 1 |
| 0.233 | 0.105 | 0.995 | 0.454 | 1 |
| 0.236 | 0.105 | 0.995 | 0.454 | 1 |
| 0.238 | 0.106 | 0.995 | 0.454 | 1 |
| 0.241 | 0.106 | 0.995 | 0.454 | 1 |
| 0.243 | 0.107 | 0.995 | 0.454 | 1 |
| 0.246 | 0.107 | 0.995 | 0.454 | 1 |
| 0.248 | 0.108 | 0.995 | 0.454 | 1 |
| 0.251 | 0.108 | 0.995 | 0.454 | 1 |
| 0.253 | 0.109 | 0.995 | 0.454 | 1 |
| 0.256 | 0.109 | 0.995 | 0.454 | 1 |
| 0.258 | 0.11 | 0.995 | 0.454 | 1 |
| 0.261 | 0.11 | 0.995 | 0.454 | 1 |
| 0.263 | 0.111 | 0.995 | 0.454 | 1 |
| 0.266 | 0.111 | 0.995 | 0.454 | 1 |
| 0.268 | 0.112 | 0.995 | 0.454 | 1 |
| 0.271 | 0.112 | 0.995 | 0.454 | 1 |
| 0.273 | 0.113 | 0.995 | 0.454 | 1 |
| 0.276 | 0.114 | 0.995 | 0.454 | 1 |
| 0.278 | 0.114 | 0.995 | 0.454 | 1 |
| 0.281 | 0.115 | 0.995 | 0.454 | 1 |
| 0.283 | 0.115 | 0.995 | 0.454 | 1 |
| 0.286 | 0.116 | 0.995 | 0.454 | 1 |
| 0.288 | 0.117 | 0.995 | 0.454 | 1 |
| 0.291 | 0.117 | 0.995 | 0.454 | 1 |
| 0.293 | 0.118 | 0.995 | 0.454 | 1 |
| 0.296 | 0.118 | 0.995 | 0.454 | 1 |
| 0.298 | 0.119 | 0.995 | 0.454 | 1 |
| 0.301 | 0.12 | 0.995 | 0.454 | 1 |
| 0.303 | 0.12 | 0.995 | 0.454 | 1 |
| 0.306 | 0.121 | 0.995 | 0.454 | 1 |
| 0.308 | 0.122 | 0.995 | 0.454 | 1 |
| 0.311 | 0.122 | 0.995 | 0.454 | 1 |
| 0.313 | 0.123 | 0.995 | 0.454 | 1 |
| 0.316 | 0.124 | 0.995 | 0.454 | 1 |
| 0.318 | 0.124 | 0.995 | 0.454 | 1 |
| 0.321 | 0.125 | 0.995 | 0.454 | 1 |
| 0.323 | 0.126 | 0.995 | 0.454 | 1 |
| 0.326 | 0.126 | 0.995 | 0.454 | 1 |
| 0.328 | 0.127 | 0.995 | 0.454 | 1 |
| 0.331 | 0.128 | 0.995 | 0.454 | 1 |
| 0.333 | 0.129 | 0.995 | 0.454 | 1 |
| 0.336 | 0.129 | 0.995 | 0.454 | 1 |
| 0.338 | 0.13 | 0.995 | 0.454 | 1 |
| 0.341 | 0.131 | 0.995 | 0.454 | 1 |
| 0.343 | 0.132 | 0.995 | 0.454 | 1 |
| 0.346 | 0.132 | 0.995 | 0.454 | 1 |
| 0.348 | 0.133 | 0.995 | 0.454 | 1 |
| 0.351 | 0.134 | 0.995 | 0.454 | 1 |
| 0.353 | 0.135 | 0.995 | 0.454 | 1 |
| 0.356 | 0.136 | 0.995 | 0.454 | 1 |
| 0.358 | 0.136 | 0.995 | 0.454 | 1 |
| 0.361 | 0.137 | 0.995 | 0.454 | 1 |
| 0.363 | 0.138 | 0.995 | 0.454 | 1 |
| 0.366 | 0.139 | 0.995 | 0.454 | 1 |
| 0.368 | 0.14 | 0.995 | 0.454 | 1 |
| 0.371 | 0.141 | 0.995 | 0.454 | 1 |
| 0.373 | 0.142 | 0.995 | 0.454 | 1 |
| 0.376 | 0.142 | 0.995 | 0.454 | 1 |
| 0.378 | 0.143 | 0.995 | 0.454 | 1 |
| 0.381 | 0.144 | 0.995 | 0.454 | 1 |
| 0.383 | 0.145 | 0.995 | 0.454 | 1 |
| 0.386 | 0.146 | 0.995 | 0.454 | 1 |
| 0.388 | 0.147 | 0.995 | 0.454 | 1 |
| 0.391 | 0.148 | 0.995 | 0.454 | 1 |
| 0.393 | 0.149 | 0.995 | 0.454 | 1 |
| 0.396 | 0.15 | 0.995 | 0.454 | 1 |
| 0.398 | 0.151 | 0.995 | 0.454 | 1 |
| 0.401 | 0.152 | 0.995 | 0.454 | 1 |
| 0.404 | 0.153 | 0.995 | 0.454 | 1 |
| 0.406 | 0.154 | 0.995 | 0.454 | 1 |
| 0.409 | 0.155 | 0.995 | 0.454 | 1 |
| 0.411 | 0.156 | 0.995 | 0.454 | 1 |
| 0.414 | 0.157 | 0.995 | 0.454 | 1 |
| 0.416 | 0.159 | 0.995 | 0.454 | 1 |
| 0.419 | 0.16 | 0.995 | 0.454 | 1 |
| 0.421 | 0.161 | 0.995 | 0.454 | 1 |
| 0.424 | 0.162 | 0.995 | 0.454 | 1 |
| 0.426 | 0.163 | 0.995 | 0.454 | 1 |
| 0.429 | 0.164 | 0.995 | 0.454 | 1 |
| 0.431 | 0.166 | 0.995 | 0.454 | 1 |
| 0.434 | 0.167 | 0.995 | 0.454 | 1 |
| 0.436 | 0.168 | 0.995 | 0.454 | 1 |
| 0.439 | 0.169 | 0.995 | 0.454 | 1 |
| 0.441 | 0.171 | 0.995 | 0.454 | 1 |
| 0.444 | 0.172 | 0.995 | 0.454 | 1 |
| 0.446 | 0.173 | 0.995 | 0.454 | 1 |
| 0.449 | 0.174 | 0.995 | 0.454 | 1 |
| 0.451 | 0.176 | 0.995 | 0.454 | 1 |
| 0.454 | 0.177 | 0.995 | 0.454 | 1 |
| 0.456 | 0.179 | 0.995 | 0.454 | 1 |
| 0.459 | 0.18 | 0.995 | 0.454 | 1 |
| 0.461 | 0.181 | 0.995 | 0.454 | 1 |
| 0.464 | 0.183 | 0.995 | 0.454 | 1 |
| 0.466 | 0.184 | 0.995 | 0.454 | 1 |
| 0.469 | 0.186 | 0.995 | 0.454 | 1 |
| 0.471 | 0.187 | 0.995 | 0.454 | 1 |
| 0.474 | 0.189 | 0.995 | 0.454 | 1 |
| 0.476 | 0.19 | 0.995 | 0.454 | 1 |
| 0.479 | 0.192 | 0.995 | 0.454 | 1 |
| 0.481 | 0.194 | 0.995 | 0.454 | 1 |
| 0.484 | 0.195 | 0.995 | 0.454 | 1 |
| 0.486 | 0.197 | 0.995 | 0.454 | 1 |
| 0.489 | 0.199 | 0.995 | 0.454 | 1 |
| 0.491 | 0.2 | 0.995 | 0.454 | 1 |
| 0.494 | 0.202 | 0.995 | 0.454 | 1 |
| 0.496 | 0.204 | 0.995 | 0.454 | 1 |
| 0.499 | 0.206 | 0.995 | 0.454 | 1 |
| 0.501 | 0.207 | 0.995 | 0.454 | 1 |
| 0.504 | 0.209 | 0.995 | 0.454 | 1 |
| 0.506 | 0.211 | 0.995 | 0.454 | 1 |
| 0.509 | 0.213 | 0.995 | 0.454 | 1 |
| 0.511 | 0.215 | 0.995 | 0.454 | 1 |
| 0.514 | 0.217 | 0.995 | 0.454 | 1 |
| 0.516 | 0.219 | 0.995 | 0.454 | 1 |
| 0.519 | 0.221 | 0.995 | 0.454 | 1 |
| 0.521 | 0.223 | 0.995 | 0.454 | 1 |
| 0.524 | 0.225 | 0.995 | 0.454 | 1 |
| 0.526 | 0.227 | 0.995 | 0.454 | 1 |
| 0.529 | 0.23 | 0.995 | 0.454 | 1 |
| 0.531 | 0.232 | 0.995 | 0.454 | 1 |
| 0.534 | 0.234 | 0.995 | 0.454 | 1 |
| 0.536 | 0.236 | 0.995 | 0.454 | 1 |
| 0.539 | 0.239 | 0.995 | 0.454 | 1 |
| 0.541 | 0.241 | 0.995 | 0.454 | 1 |
| 0.544 | 0.244 | 0.995 | 0.454 | 1 |
| 0.546 | 0.246 | 0.995 | 0.454 | 1 |
| 0.549 | 0.249 | 0.995 | 0.454 | 1 |
| 0.551 | 0.251 | 0.995 | 0.454 | 1 |
| 0.554 | 0.254 | 0.995 | 0.454 | 1 |
| 0.556 | 0.256 | 0.995 | 0.454 | 1 |
| 0.559 | 0.259 | 0.995 | 0.454 | 1 |
| 0.561 | 0.262 | 0.995 | 0.454 | 1 |
| 0.564 | 0.265 | 0.995 | 0.454 | 1 |
| 0.566 | 0.267 | 0.995 | 0.454 | 1 |
| 0.569 | 0.27 | 0.995 | 0.454 | 1 |
| 0.571 | 0.273 | 0.995 | 0.454 | 1 |
| 0.574 | 0.276 | 0.995 | 0.454 | 1 |
| 0.576 | 0.279 | 0.995 | 0.454 | 1 |
| 0.579 | 0.283 | 0.995 | 0.454 | 1 |
| 0.581 | 0.286 | 0.995 | 0.454 | 1 |
| 0.584 | 0.289 | 0.995 | 0.454 | 1 |
| 0.586 | 0.292 | 0.995 | 0.454 | 1 |
| 0.589 | 0.296 | 0.995 | 0.454 | 1 |
| 0.591 | 0.299 | 0.995 | 0.454 | 1 |
| 0.594 | 0.303 | 0.995 | 0.454 | 1 |
| 0.596 | 0.306 | 0.995 | 0.454 | 1 |
| 0.599 | 0.31 | 0.995 | 0.454 | 1 |
| 0.602 | 0.314 | 0.995 | 0.454 | 1 |
| 0.604 | 0.317 | 0.995 | 0.454 | 1 |
| 0.607 | 0.321 | 0.995 | 0.454 | 1 |
| 0.609 | 0.325 | 0.995 | 0.454 | 1 |
| 0.612 | 0.329 | 0.995 | 0.454 | 1 |
| 0.614 | 0.333 | 0.995 | 0.454 | 1 |
| 0.617 | 0.337 | 0.995 | 0.454 | 1 |
| 0.619 | 0.342 | 0.995 | 0.454 | 1 |
| 0.622 | 0.346 | 0.995 | 0.454 | 1 |
| 0.624 | 0.351 | 0.995 | 0.454 | 1 |
| 0.627 | 0.355 | 0.995 | 0.454 | 1 |
| 0.629 | 0.36 | 0.995 | 0.454 | 1 |
| 0.632 | 0.365 | 0.995 | 0.454 | 1 |
| 0.634 | 0.369 | 0.995 | 0.454 | 1 |
| 0.637 | 0.374 | 0.995 | 0.454 | 1 |
| 0.639 | 0.379 | 0.995 | 0.454 | 1 |
| 0.642 | 0.385 | 0.995 | 0.454 | 1 |
| 0.644 | 0.39 | 0.995 | 0.454 | 1 |
| 0.647 | 0.395 | 0.995 | 0.454 | 1 |
| 0.649 | 0.401 | 0.995 | 0.454 | 1 |
| 0.652 | 0.406 | 0.995 | 0.454 | 1 |
| 0.654 | 0.412 | 0.995 | 0.454 | 1 |
| 0.657 | 0.418 | 0.995 | 0.454 | 1 |
| 0.659 | 0.424 | 0.995 | 0.454 | 1 |
| 0.662 | 0.43 | 0.995 | 0.454 | 1 |
| 0.664 | 0.437 | 0.995 | 0.454 | 1 |
| 0.667 | 0.443 | 0.995 | 0.454 | 1 |
| 0.669 | 0.45 | 0.995 | 0.454 | 1 |
| 0.672 | 0.456 | 0.995 | 0.454 | 1 |
| 0.674 | 0.463 | 0.995 | 0.454 | 1 |
| 0.677 | 0.47 | 0.995 | 0.454 | 1 |
| 0.679 | 0.478 | 0.995 | 0.454 | 1 |
| 0.682 | 0.485 | 0.995 | 0.454 | 1 |
| 0.684 | 0.493 | 0.995 | 0.454 | 1 |
| 0.687 | 0.5 | 0.995 | 0.454 | 1 |
| 0.689 | 0.508 | 0.995 | 0.454 | 1 |
| 0.692 | 0.517 | 0.995 | 0.454 | 1 |
| 0.694 | 0.525 | 0.995 | 0.454 | 1 |
| 0.697 | 0.534 | 0.995 | 0.454 | 1 |
| 0.699 | 0.542 | 0.995 | 0.454 | 1 |
| 0.702 | 0.551 | 0.995 | 0.454 | 1 |
| 0.704 | 0.561 | 0.995 | 0.454 | 1 |
| 0.707 | 0.57 | 0.995 | 0.454 | 1 |
| 0.709 | 0.58 | 0.995 | 0.454 | 1 |
| 0.712 | 0.59 | 0.995 | 0.454 | 1 |
| 0.714 | 0.6 | 0.995 | 0.454 | 1 |
| 0.717 | 0.61 | 0.995 | 0.454 | 1 |
| 0.719 | 0.621 | 0.995 | 0.454 | 1 |
| 0.722 | 0.632 | 0.995 | 0.454 | 1 |
| 0.724 | 0.643 | 0.995 | 0.454 | 1 |
| 0.727 | 0.655 | 0.995 | 0.454 | 1 |
| 0.729 | 0.667 | 0.995 | 0.454 | 1 |
| 0.732 | 0.679 | 0.995 | 0.454 | 1 |
| 0.734 | 0.692 | 0.995 | 0.454 | 1 |
| 0.737 | 0.705 | 0.995 | 0.454 | 1 |
| 0.739 | 0.718 | 0.995 | 0.454 | 1 |
| 0.742 | 0.732 | 0.995 | 0.454 | 1 |
| 0.744 | 0.746 | 0.995 | 0.454 | 1 |
| 0.747 | 0.76 | 0.995 | 0.454 | 1 |
| 0.749 | 0.775 | 0.995 | 0.454 | 1 |
| 0.752 | 0.79 | 0.995 | 0.454 | 1 |
| 0.754 | 0.806 | 0.995 | 0.454 | 1 |
| 0.757 | 0.822 | 0.995 | 0.454 | 1 |
| 0.759 | 0.839 | 0.995 | 0.454 | 1 |
| 0.762 | 0.856 | 0.995 | 0.454 | 1 |
| 0.764 | 0.873 | 0.995 | 0.454 | 1 |
| 0.767 | 0.891 | 0.995 | 0.454 | 1 |
| 0.769 | 0.91 | 0.995 | 0.454 | 1 |
| 0.772 | 0.929 | 0.995 | 0.454 | 1 |
| 0.774 | 0.948 | 0.995 | 0.454 | 1 |
| 0.777 | 0.969 | 0.995 | 0.454 | 1 |
| 0.779 | 0.99 | 0.995 | 0.454 | 1 |
| 0.782 | 1.011 | 0.995 | 0.454 | 1 |
| 0.784 | 1.033 | 0.995 | 0.454 | 1 |
| 0.787 | 1.056 | 0.995 | 0.454 | 1 |
| 0.789 | 1.08 | 0.995 | 0.454 | 1 |
| 0.792 | 1.104 | 0.995 | 0.454 | 1 |
| 0.794 | 1.129 | 0.995 | 0.454 | 1 |
| 0.797 | 1.154 | 0.995 | 0.454 | 1 |
| 0.799 | 1.181 | 0.995 | 0.454 | 1 |
| 0.802 | 1.208 | 0.995 | 0.454 | 1 |
| 0.805 | 1.237 | 0.995 | 0.454 | 1 |
| 0.807 | 1.266 | 0.995 | 0.454 | 1 |
| 0.81 | 1.296 | 0.995 | 0.454 | 1 |
| 0.812 | 1.327 | 0.995 | 0.454 | 1 |
| 0.815 | 1.359 | 0.995 | 0.454 | 1 |
| 0.817 | 1.392 | 0.995 | 0.454 | 1 |
| 0.82 | 1.426 | 0.995 | 0.454 | 1 |
| 0.822 | 1.461 | 0.995 | 0.454 | 1 |
| 0.825 | 1.497 | 0.995 | 0.454 | 1 |
| 0.827 | 1.535 | 0.995 | 0.454 | 1 |
| 0.83 | 1.573 | 0.995 | 0.454 | 1 |
| 0.832 | 1.613 | 0.995 | 0.454 | 1 |
| 0.835 | 1.654 | 0.995 | 0.454 | 1 |
| 0.837 | 1.697 | 0.995 | 0.454 | 1 |
| 0.84 | 1.741 | 0.995 | 0.454 | 1 |
| 0.842 | 1.786 | 0.995 | 0.454 | 1 |
| 0.845 | 1.833 | 0.995 | 0.454 | 1 |
| 0.847 | 1.882 | 0.995 | 0.454 | 1 |
| 0.85 | 1.932 | 0.995 | 0.454 | 1 |
| 0.852 | 1.984 | 0.995 | 0.454 | 1 |
| 0.855 | 2.037 | 0.995 | 0.454 | 1 |
| 0.857 | 2.093 | 0.995 | 0.454 | 1 |
| 0.86 | 2.15 | 0.995 | 0.454 | 1 |
| 0.862 | 2.209 | 0.995 | 0.454 | 1 |
| 0.865 | 2.27 | 0.995 | 0.454 | 1 |
| 0.867 | 2.333 | 0.995 | 0.454 | 1 |
| 0.87 | 2.398 | 0.995 | 0.454 | 1 |
| 0.872 | 2.465 | 0.995 | 0.454 | 1 |
| 0.875 | 2.534 | 0.995 | 0.454 | 1 |
| 0.877 | 2.606 | 0.995 | 0.454 | 1 |
| 0.88 | 2.68 | 0.995 | 0.454 | 1 |
| 0.882 | 2.757 | 0.995 | 0.454 | 1 |
| 0.885 | 2.836 | 0.995 | 0.454 | 1 |
| 0.887 | 2.917 | 0.995 | 0.454 | 1 |
| 0.89 | 3.001 | 0.995 | 0.454 | 1 |
| 0.892 | 3.088 | 0.995 | 0.454 | 1 |
| 0.895 | 3.177 | 0.995 | 0.454 | 1 |
| 0.897 | 3.27 | 0.995 | 0.454 | 1 |
| 0.9 | 3.365 | 0.995 | 0.454 | 1 |
| 0.902 | 3.463 | 0.995 | 0.454 | 1 |
| 0.905 | 3.563 | 0.995 | 0.454 | 1 |
| 0.907 | 3.667 | 0.995 | 0.454 | 1 |
| 0.91 | 3.774 | 0.995 | 0.454 | 1 |
| 0.912 | 3.884 | 0.995 | 0.454 | 1 |
| 0.915 | 3.997 | 0.995 | 0.454 | 1 |
| 0.917 | 4.112 | 0.995 | 0.454 | 1 |
| 0.92 | 4.231 | 0.995 | 0.454 | 1 |
| 0.922 | 4.353 | 0.995 | 0.454 | 1 |
| 0.925 | 4.477 | 0.995 | 0.454 | 1 |
| 0.927 | 4.605 | 0.995 | 0.454 | 1 |
| 0.93 | 4.735 | 0.995 | 0.454 | 1 |
| 0.932 | 4.868 | 0.995 | 0.454 | 1 |
| 0.935 | 5.003 | 0.995 | 0.454 | 1 |
| 0.937 | 5.14 | 0.995 | 0.454 | 1 |
| 0.94 | 5.28 | 0.995 | 0.454 | 1 |
| 0.942 | 5.421 | 0.995 | 0.454 | 1 |
| 0.945 | 5.564 | 0.995 | 0.454 | 1 |
| 0.947 | 5.707 | 0.995 | 0.454 | 1 |
| 0.95 | 5.852 | 0.995 | 0.454 | 1 |
| 0.952 | 5.997 | 0.995 | 0.454 | 1 |
| 0.955 | 6.141 | 0.995 | 0.454 | 1 |
| 0.957 | 6.285 | 0.995 | 0.454 | 1 |
| 0.96 | 6.427 | 0.995 | 0.454 | 1 |
| 0.962 | 6.567 | 0.995 | 0.454 | 1 |
| 0.965 | 6.703 | 0.995 | 0.454 | 1 |
| 0.967 | 6.836 | 0.995 | 0.454 | 1 |
| 0.97 | 6.964 | 0.995 | 0.454 | 1 |
| 0.972 | 7.085 | 0.995 | 0.454 | 1 |
| 0.975 | 7.199 | 0.995 | 0.454 | 1 |
| 0.977 | 7.305 | 0.995 | 0.454 | 1 |
| 0.98 | 7.401 | 0.995 | 0.454 | 1 |
| 0.982 | 7.485 | 0.995 | 0.454 | 1 |
| 0.985 | 7.557 | 0.995 | 0.454 | 1 |
| 0.987 | 7.614 | 0.995 | 0.454 | 1 |
| 0.99 | 7.655 | 0.995 | 0.454 | 1 |
| 0.992 | 7.679 | 0.995 | 0.454 | 1 |
| 0.995 | 7.684 | 0.995 | 0.454 | 1 |
| 0.997 | 7.669 | 0.995 | 0.454 | 1 |
| 1 | 7.631 | 0.995 | 0.454 | 1 |
(b) Aggregate labor income
| theta_Y | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.566 | 0.939 | 0.082 | 1 |
| 0.02 | 0.571 | 0.939 | 0.082 | 1 |
| 0.041 | 0.577 | 0.939 | 0.082 | 1 |
| 0.061 | 0.583 | 0.939 | 0.082 | 1 |
| 0.082 | 0.589 | 0.939 | 0.082 | 1 |
| 0.102 | 0.595 | 0.939 | 0.082 | 1 |
| 0.122 | 0.601 | 0.939 | 0.082 | 1 |
| 0.143 | 0.607 | 0.939 | 0.082 | 1 |
| 0.163 | 0.614 | 0.939 | 0.082 | 1 |
| 0.184 | 0.621 | 0.939 | 0.082 | 1 |
| 0.204 | 0.628 | 0.939 | 0.082 | 1 |
| 0.224 | 0.636 | 0.939 | 0.082 | 1 |
| 0.245 | 0.644 | 0.939 | 0.082 | 1 |
| 0.265 | 0.653 | 0.939 | 0.082 | 1 |
| 0.286 | 0.662 | 0.939 | 0.082 | 1 |
| 0.306 | 0.672 | 0.939 | 0.082 | 1 |
| 0.327 | 0.682 | 0.939 | 0.082 | 1 |
| 0.347 | 0.693 | 0.939 | 0.082 | 1 |
| 0.367 | 0.705 | 0.939 | 0.082 | 1 |
| 0.388 | 0.718 | 0.939 | 0.082 | 1 |
| 0.408 | 0.732 | 0.939 | 0.082 | 1 |
| 0.429 | 0.746 | 0.939 | 0.082 | 1 |
| 0.449 | 0.763 | 0.939 | 0.082 | 1 |
| 0.469 | 0.78 | 0.939 | 0.082 | 1 |
| 0.49 | 0.8 | 0.939 | 0.082 | 1 |
| 0.51 | 0.821 | 0.939 | 0.082 | 1 |
| 0.531 | 0.844 | 0.939 | 0.082 | 1 |
| 0.551 | 0.869 | 0.939 | 0.082 | 1 |
| 0.571 | 0.896 | 0.939 | 0.082 | 1 |
| 0.592 | 0.927 | 0.939 | 0.082 | 1 |
| 0.612 | 0.96 | 0.939 | 0.082 | 1 |
| 0.633 | 0.997 | 0.939 | 0.082 | 1 |
| 0.653 | 1.037 | 0.939 | 0.082 | 1 |
| 0.673 | 1.08 | 0.939 | 0.082 | 1 |
| 0.694 | 1.128 | 0.939 | 0.082 | 1 |
| 0.714 | 1.18 | 0.939 | 0.082 | 1 |
| 0.735 | 1.236 | 0.939 | 0.082 | 1 |
| 0.755 | 1.295 | 0.939 | 0.082 | 1 |
| 0.776 | 1.358 | 0.939 | 0.082 | 1 |
| 0.796 | 1.423 | 0.939 | 0.082 | 1 |
| 0.816 | 1.489 | 0.939 | 0.082 | 1 |
| 0.837 | 1.555 | 0.939 | 0.082 | 1 |
| 0.857 | 1.62 | 0.939 | 0.082 | 1 |
| 0.878 | 1.68 | 0.939 | 0.082 | 1 |
| 0.898 | 1.732 | 0.939 | 0.082 | 1 |
| 0.918 | 1.771 | 0.939 | 0.082 | 1 |
| 0.939 | 1.788 | 0.939 | 0.082 | 1 |
| 0.959 | 1.762 | 0.939 | 0.082 | 1 |
| 0.98 | 1.662 | 0.939 | 0.082 | 1 |
| 1 | 1.454 | 0.939 | 0.082 | 1 |
Figure 23: Comparison of consumption path: Ben Zeev and Pappa (2017)
shock
| Quarter | Empirical | Empirical_90CI_Upper | Empirical_90CI_Lower | Model_Sticky_Y_and_R | Model_Sticky_Y_only | Model_Sticky_R_only | Model_FIRE |
|---|---|---|---|---|---|---|---|
| 0 | 0.008 | 0.112 | -0.097 | 0.015 | -0.457 | -0.143 | -0.615 |
| 1 | -0.082 | 0.068 | -0.231 | -0.051 | -0.479 | -0.193 | -0.621 |
| 2 | -0.094 | 0.086 | -0.274 | -0.073 | -0.457 | -0.205 | -0.589 |
| 3 | -0.173 | 0.042 | -0.387 | -0.105 | -0.406 | -0.228 | -0.529 |
| 4 | -0.294 | -0.057 | -0.532 | -0.161 | -0.437 | -0.269 | -0.545 |
| 5 | -0.304 | -0.044 | -0.564 | -0.213 | -0.433 | -0.303 | -0.524 |
| 6 | -0.374 | -0.094 | -0.654 | -0.265 | -0.411 | -0.336 | -0.482 |
| 7 | -0.412 | -0.109 | -0.715 | -0.299 | -0.381 | -0.352 | -0.435 |
| 8 | -0.437 | -0.115 | -0.759 | -0.323 | -0.385 | -0.363 | -0.425 |
| 9 | -0.495 | -0.156 | -0.835 | -0.36 | -0.415 | -0.384 | -0.438 |
| 10 | -0.391 | -0.041 | -0.742 | -0.36 | -0.386 | -0.373 | -0.399 |
| 11 | -0.341 | 0.025 | -0.708 | -0.346 | -0.344 | -0.354 | -0.351 |
| 12 | -0.319 | 0.064 | -0.703 | -0.352 | -0.3 | -0.353 | -0.3 |
| 13 | -0.263 | 0.133 | -0.66 | -0.316 | -0.238 | -0.317 | -0.239 |
| 14 | -0.35 | 0.056 | -0.757 | -0.315 | -0.232 | -0.316 | -0.233 |
| 15 | -0.284 | 0.133 | -0.701 | -0.323 | -0.24 | -0.322 | -0.239 |
Figure 24: Impulse responses to Blanchard and Perotti (2002)
shock
| Quarter | C_IRF | C_SE | C_90CI_Upper | C_90CI_Lower | Y_earned_IRF | Y_earned_SE | Y_earned_90CI_Upper | Y_earned_90CI_Lower | R_IRF | R_SE | R_90CI_Upper | R_90CI_Lower | S_IRF | S_SE | S_90CI_Upper | S_90CI_Lower |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.038 | 0.069 | 0.151 | -0.075 | -0.045 | 0.151 | 0.203 | -0.292 | -0.052 | 0.086 | 0.089 | -0.193 | -0.447 | 2.028 | 2.889 | -3.782 |
| 1 | 0.026 | 0.099 | 0.189 | -0.136 | -0.04 | 0.17 | 0.24 | -0.32 | -0.06 | 0.111 | 0.122 | -0.243 | -0.049 | 1.932 | 3.129 | -3.227 |
| 2 | -0.112 | 0.12 | 0.085 | -0.309 | -0.104 | 0.19 | 0.209 | -0.417 | -0.121 | 0.116 | 0.069 | -0.312 | 3.762 | 1.918 | 6.917 | 0.607 |
| 3 | -0.031 | 0.142 | 0.203 | -0.265 | 0.196 | 0.266 | 0.635 | -0.242 | -0.275 | 0.131 | -0.06 | -0.491 | 3.025 | 2.046 | 6.39 | -0.341 |
| 4 | -0.011 | 0.158 | 0.249 | -0.27 | 0.078 | 0.288 | 0.551 | -0.395 | -0.269 | 0.144 | -0.032 | -0.506 | 3.766 | 1.981 | 7.025 | 0.507 |
| 5 | -0.039 | 0.172 | 0.244 | -0.321 | 0.153 | 0.291 | 0.632 | -0.326 | 0.013 | 0.155 | 0.269 | -0.243 | -1.026 | 2.062 | 2.366 | -4.418 |
| 6 | -0.021 | 0.185 | 0.284 | -0.326 | 0.233 | 0.303 | 0.732 | -0.266 | 0.031 | 0.161 | 0.296 | -0.234 | 2.442 | 2.066 | 5.84 | -0.955 |
| 7 | -0.173 | 0.2 | 0.155 | -0.502 | 0.26 | 0.304 | 0.761 | -0.24 | -0.161 | 0.163 | 0.107 | -0.429 | 1.144 | 1.954 | 4.358 | -2.071 |
| 8 | -0.263 | 0.21 | 0.084 | -0.609 | 0.128 | 0.306 | 0.631 | -0.375 | -0.27 | 0.167 | 0.005 | -0.545 | 2.58 | 1.936 | 5.765 | -0.605 |
| 9 | -0.261 | 0.221 | 0.103 | -0.625 | 0.056 | 0.316 | 0.577 | -0.464 | -0.21 | 0.172 | 0.073 | -0.493 | -0.387 | 1.896 | 2.733 | -3.507 |
| 10 | -0.253 | 0.224 | 0.115 | -0.621 | 0.059 | 0.329 | 0.6 | -0.482 | -0.078 | 0.174 | 0.208 | -0.364 | 0.051 | 1.995 | 3.332 | -3.23 |
| 11 | -0.379 | 0.232 | 0.002 | -0.76 | -0.093 | 0.334 | 0.456 | -0.642 | -0.183 | 0.174 | 0.103 | -0.47 | 0.029 | 2.076 | 3.444 | -3.386 |
| 12 | -0.516 | 0.242 | -0.119 | -0.914 | -0.151 | 0.342 | 0.411 | -0.713 | -0.352 | 0.176 | -0.063 | -0.641 | 4.654 | 1.993 | 7.931 | 1.376 |
| 13 | -0.487 | 0.249 | -0.078 | -0.897 | -0.217 | 0.347 | 0.354 | -0.788 | -0.311 | 0.174 | -0.026 | -0.597 | -0.47 | 1.894 | 2.645 | -3.586 |
| 14 | -0.454 | 0.255 | -0.035 | -0.873 | -0.313 | 0.352 | 0.266 | -0.891 | -0.217 | 0.168 | 0.06 | -0.493 | 0.568 | 2.01 | 3.875 | -2.739 |
| 15 | -0.377 | 0.258 | 0.047 | -0.801 | -0.304 | 0.31 | 0.205 | -0.814 | -0.1 | 0.165 | 0.172 | -0.372 | 0.337 | 1.915 | 3.487 | -2.813 |
Figure 25:
(a) Interest rate
(b) Aggregate labor income
(a) Interest rate
| theta_R | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.774 | 0.927 | 0.063 | 1 |
| 0.003 | 0.775 | 0.927 | 0.063 | 1 |
| 0.005 | 0.776 | 0.927 | 0.063 | 1 |
| 0.008 | 0.776 | 0.927 | 0.063 | 1 |
| 0.01 | 0.777 | 0.927 | 0.063 | 1 |
| 0.013 | 0.777 | 0.927 | 0.063 | 1 |
| 0.015 | 0.778 | 0.927 | 0.063 | 1 |
| 0.018 | 0.779 | 0.927 | 0.063 | 1 |
| 0.02 | 0.779 | 0.927 | 0.063 | 1 |
| 0.023 | 0.78 | 0.927 | 0.063 | 1 |
| 0.025 | 0.781 | 0.927 | 0.063 | 1 |
| 0.028 | 0.781 | 0.927 | 0.063 | 1 |
| 0.03 | 0.782 | 0.927 | 0.063 | 1 |
| 0.033 | 0.782 | 0.927 | 0.063 | 1 |
| 0.035 | 0.783 | 0.927 | 0.063 | 1 |
| 0.038 | 0.783 | 0.927 | 0.063 | 1 |
| 0.04 | 0.784 | 0.927 | 0.063 | 1 |
| 0.043 | 0.785 | 0.927 | 0.063 | 1 |
| 0.045 | 0.785 | 0.927 | 0.063 | 1 |
| 0.048 | 0.786 | 0.927 | 0.063 | 1 |
| 0.05 | 0.786 | 0.927 | 0.063 | 1 |
| 0.053 | 0.787 | 0.927 | 0.063 | 1 |
| 0.055 | 0.787 | 0.927 | 0.063 | 1 |
| 0.058 | 0.788 | 0.927 | 0.063 | 1 |
| 0.06 | 0.788 | 0.927 | 0.063 | 1 |
| 0.063 | 0.789 | 0.927 | 0.063 | 1 |
| 0.065 | 0.789 | 0.927 | 0.063 | 1 |
| 0.068 | 0.79 | 0.927 | 0.063 | 1 |
| 0.07 | 0.79 | 0.927 | 0.063 | 1 |
| 0.073 | 0.791 | 0.927 | 0.063 | 1 |
| 0.075 | 0.791 | 0.927 | 0.063 | 1 |
| 0.078 | 0.792 | 0.927 | 0.063 | 1 |
| 0.08 | 0.792 | 0.927 | 0.063 | 1 |
| 0.083 | 0.793 | 0.927 | 0.063 | 1 |
| 0.085 | 0.793 | 0.927 | 0.063 | 1 |
| 0.088 | 0.794 | 0.927 | 0.063 | 1 |
| 0.09 | 0.794 | 0.927 | 0.063 | 1 |
| 0.093 | 0.795 | 0.927 | 0.063 | 1 |
| 0.095 | 0.795 | 0.927 | 0.063 | 1 |
| 0.098 | 0.796 | 0.927 | 0.063 | 1 |
| 0.1 | 0.796 | 0.927 | 0.063 | 1 |
| 0.103 | 0.797 | 0.927 | 0.063 | 1 |
| 0.105 | 0.797 | 0.927 | 0.063 | 1 |
| 0.108 | 0.797 | 0.927 | 0.063 | 1 |
| 0.11 | 0.798 | 0.927 | 0.063 | 1 |
| 0.113 | 0.798 | 0.927 | 0.063 | 1 |
| 0.115 | 0.799 | 0.927 | 0.063 | 1 |
| 0.118 | 0.799 | 0.927 | 0.063 | 1 |
| 0.12 | 0.8 | 0.927 | 0.063 | 1 |
| 0.123 | 0.8 | 0.927 | 0.063 | 1 |
| 0.125 | 0.801 | 0.927 | 0.063 | 1 |
| 0.128 | 0.801 | 0.927 | 0.063 | 1 |
| 0.13 | 0.801 | 0.927 | 0.063 | 1 |
| 0.133 | 0.802 | 0.927 | 0.063 | 1 |
| 0.135 | 0.802 | 0.927 | 0.063 | 1 |
| 0.138 | 0.803 | 0.927 | 0.063 | 1 |
| 0.14 | 0.803 | 0.927 | 0.063 | 1 |
| 0.143 | 0.804 | 0.927 | 0.063 | 1 |
| 0.145 | 0.804 | 0.927 | 0.063 | 1 |
| 0.148 | 0.804 | 0.927 | 0.063 | 1 |
| 0.15 | 0.805 | 0.927 | 0.063 | 1 |
| 0.153 | 0.805 | 0.927 | 0.063 | 1 |
| 0.155 | 0.806 | 0.927 | 0.063 | 1 |
| 0.158 | 0.806 | 0.927 | 0.063 | 1 |
| 0.16 | 0.806 | 0.927 | 0.063 | 1 |
| 0.163 | 0.807 | 0.927 | 0.063 | 1 |
| 0.165 | 0.807 | 0.927 | 0.063 | 1 |
| 0.168 | 0.808 | 0.927 | 0.063 | 1 |
| 0.17 | 0.808 | 0.927 | 0.063 | 1 |
| 0.173 | 0.808 | 0.927 | 0.063 | 1 |
| 0.175 | 0.809 | 0.927 | 0.063 | 1 |
| 0.178 | 0.809 | 0.927 | 0.063 | 1 |
| 0.18 | 0.81 | 0.927 | 0.063 | 1 |
| 0.183 | 0.81 | 0.927 | 0.063 | 1 |
| 0.185 | 0.81 | 0.927 | 0.063 | 1 |
| 0.188 | 0.811 | 0.927 | 0.063 | 1 |
| 0.19 | 0.811 | 0.927 | 0.063 | 1 |
| 0.193 | 0.812 | 0.927 | 0.063 | 1 |
| 0.195 | 0.812 | 0.927 | 0.063 | 1 |
| 0.198 | 0.812 | 0.927 | 0.063 | 1 |
| 0.201 | 0.813 | 0.927 | 0.063 | 1 |
| 0.203 | 0.813 | 0.927 | 0.063 | 1 |
| 0.206 | 0.814 | 0.927 | 0.063 | 1 |
| 0.208 | 0.814 | 0.927 | 0.063 | 1 |
| 0.211 | 0.815 | 0.927 | 0.063 | 1 |
| 0.213 | 0.815 | 0.927 | 0.063 | 1 |
| 0.216 | 0.815 | 0.927 | 0.063 | 1 |
| 0.218 | 0.816 | 0.927 | 0.063 | 1 |
| 0.221 | 0.816 | 0.927 | 0.063 | 1 |
| 0.223 | 0.817 | 0.927 | 0.063 | 1 |
| 0.226 | 0.817 | 0.927 | 0.063 | 1 |
| 0.228 | 0.817 | 0.927 | 0.063 | 1 |
| 0.231 | 0.818 | 0.927 | 0.063 | 1 |
| 0.233 | 0.818 | 0.927 | 0.063 | 1 |
| 0.236 | 0.819 | 0.927 | 0.063 | 1 |
| 0.238 | 0.819 | 0.927 | 0.063 | 1 |
| 0.241 | 0.82 | 0.927 | 0.063 | 1 |
| 0.243 | 0.82 | 0.927 | 0.063 | 1 |
| 0.246 | 0.821 | 0.927 | 0.063 | 1 |
| 0.248 | 0.821 | 0.927 | 0.063 | 1 |
| 0.251 | 0.821 | 0.927 | 0.063 | 1 |
| 0.253 | 0.822 | 0.927 | 0.063 | 1 |
| 0.256 | 0.822 | 0.927 | 0.063 | 1 |
| 0.258 | 0.823 | 0.927 | 0.063 | 1 |
| 0.261 | 0.823 | 0.927 | 0.063 | 1 |
| 0.263 | 0.824 | 0.927 | 0.063 | 1 |
| 0.266 | 0.824 | 0.927 | 0.063 | 1 |
| 0.268 | 0.825 | 0.927 | 0.063 | 1 |
| 0.271 | 0.825 | 0.927 | 0.063 | 1 |
| 0.273 | 0.826 | 0.927 | 0.063 | 1 |
| 0.276 | 0.826 | 0.927 | 0.063 | 1 |
| 0.278 | 0.827 | 0.927 | 0.063 | 1 |
| 0.281 | 0.827 | 0.927 | 0.063 | 1 |
| 0.283 | 0.828 | 0.927 | 0.063 | 1 |
| 0.286 | 0.828 | 0.927 | 0.063 | 1 |
| 0.288 | 0.829 | 0.927 | 0.063 | 1 |
| 0.291 | 0.829 | 0.927 | 0.063 | 1 |
| 0.293 | 0.83 | 0.927 | 0.063 | 1 |
| 0.296 | 0.83 | 0.927 | 0.063 | 1 |
| 0.298 | 0.831 | 0.927 | 0.063 | 1 |
| 0.301 | 0.831 | 0.927 | 0.063 | 1 |
| 0.303 | 0.832 | 0.927 | 0.063 | 1 |
| 0.306 | 0.832 | 0.927 | 0.063 | 1 |
| 0.308 | 0.833 | 0.927 | 0.063 | 1 |
| 0.311 | 0.834 | 0.927 | 0.063 | 1 |
| 0.313 | 0.834 | 0.927 | 0.063 | 1 |
| 0.316 | 0.835 | 0.927 | 0.063 | 1 |
| 0.318 | 0.835 | 0.927 | 0.063 | 1 |
| 0.321 | 0.836 | 0.927 | 0.063 | 1 |
| 0.323 | 0.836 | 0.927 | 0.063 | 1 |
| 0.326 | 0.837 | 0.927 | 0.063 | 1 |
| 0.328 | 0.838 | 0.927 | 0.063 | 1 |
| 0.331 | 0.838 | 0.927 | 0.063 | 1 |
| 0.333 | 0.839 | 0.927 | 0.063 | 1 |
| 0.336 | 0.839 | 0.927 | 0.063 | 1 |
| 0.338 | 0.84 | 0.927 | 0.063 | 1 |
| 0.341 | 0.841 | 0.927 | 0.063 | 1 |
| 0.343 | 0.841 | 0.927 | 0.063 | 1 |
| 0.346 | 0.842 | 0.927 | 0.063 | 1 |
| 0.348 | 0.843 | 0.927 | 0.063 | 1 |
| 0.351 | 0.843 | 0.927 | 0.063 | 1 |
| 0.353 | 0.844 | 0.927 | 0.063 | 1 |
| 0.356 | 0.845 | 0.927 | 0.063 | 1 |
| 0.358 | 0.845 | 0.927 | 0.063 | 1 |
| 0.361 | 0.846 | 0.927 | 0.063 | 1 |
| 0.363 | 0.847 | 0.927 | 0.063 | 1 |
| 0.366 | 0.848 | 0.927 | 0.063 | 1 |
| 0.368 | 0.848 | 0.927 | 0.063 | 1 |
| 0.371 | 0.849 | 0.927 | 0.063 | 1 |
| 0.373 | 0.85 | 0.927 | 0.063 | 1 |
| 0.376 | 0.851 | 0.927 | 0.063 | 1 |
| 0.378 | 0.851 | 0.927 | 0.063 | 1 |
| 0.381 | 0.852 | 0.927 | 0.063 | 1 |
| 0.383 | 0.853 | 0.927 | 0.063 | 1 |
| 0.386 | 0.854 | 0.927 | 0.063 | 1 |
| 0.388 | 0.855 | 0.927 | 0.063 | 1 |
| 0.391 | 0.855 | 0.927 | 0.063 | 1 |
| 0.393 | 0.856 | 0.927 | 0.063 | 1 |
| 0.396 | 0.857 | 0.927 | 0.063 | 1 |
| 0.398 | 0.858 | 0.927 | 0.063 | 1 |
| 0.401 | 0.859 | 0.927 | 0.063 | 1 |
| 0.404 | 0.86 | 0.927 | 0.063 | 1 |
| 0.406 | 0.861 | 0.927 | 0.063 | 1 |
| 0.409 | 0.861 | 0.927 | 0.063 | 1 |
| 0.411 | 0.862 | 0.927 | 0.063 | 1 |
| 0.414 | 0.863 | 0.927 | 0.063 | 1 |
| 0.416 | 0.864 | 0.927 | 0.063 | 1 |
| 0.419 | 0.865 | 0.927 | 0.063 | 1 |
| 0.421 | 0.866 | 0.927 | 0.063 | 1 |
| 0.424 | 0.867 | 0.927 | 0.063 | 1 |
| 0.426 | 0.868 | 0.927 | 0.063 | 1 |
| 0.429 | 0.869 | 0.927 | 0.063 | 1 |
| 0.431 | 0.87 | 0.927 | 0.063 | 1 |
| 0.434 | 0.871 | 0.927 | 0.063 | 1 |
| 0.436 | 0.872 | 0.927 | 0.063 | 1 |
| 0.439 | 0.873 | 0.927 | 0.063 | 1 |
| 0.441 | 0.874 | 0.927 | 0.063 | 1 |
| 0.444 | 0.875 | 0.927 | 0.063 | 1 |
| 0.446 | 0.876 | 0.927 | 0.063 | 1 |
| 0.449 | 0.877 | 0.927 | 0.063 | 1 |
| 0.451 | 0.879 | 0.927 | 0.063 | 1 |
| 0.454 | 0.88 | 0.927 | 0.063 | 1 |
| 0.456 | 0.881 | 0.927 | 0.063 | 1 |
| 0.459 | 0.882 | 0.927 | 0.063 | 1 |
| 0.461 | 0.883 | 0.927 | 0.063 | 1 |
| 0.464 | 0.884 | 0.927 | 0.063 | 1 |
| 0.466 | 0.886 | 0.927 | 0.063 | 1 |
| 0.469 | 0.887 | 0.927 | 0.063 | 1 |
| 0.471 | 0.888 | 0.927 | 0.063 | 1 |
| 0.474 | 0.889 | 0.927 | 0.063 | 1 |
| 0.476 | 0.89 | 0.927 | 0.063 | 1 |
| 0.479 | 0.892 | 0.927 | 0.063 | 1 |
| 0.481 | 0.893 | 0.927 | 0.063 | 1 |
| 0.484 | 0.894 | 0.927 | 0.063 | 1 |
| 0.486 | 0.896 | 0.927 | 0.063 | 1 |
| 0.489 | 0.897 | 0.927 | 0.063 | 1 |
| 0.491 | 0.898 | 0.927 | 0.063 | 1 |
| 0.494 | 0.9 | 0.927 | 0.063 | 1 |
| 0.496 | 0.901 | 0.927 | 0.063 | 1 |
| 0.499 | 0.903 | 0.927 | 0.063 | 1 |
| 0.501 | 0.904 | 0.927 | 0.063 | 1 |
| 0.504 | 0.905 | 0.927 | 0.063 | 1 |
| 0.506 | 0.907 | 0.927 | 0.063 | 1 |
| 0.509 | 0.908 | 0.927 | 0.063 | 1 |
| 0.511 | 0.91 | 0.927 | 0.063 | 1 |
| 0.514 | 0.911 | 0.927 | 0.063 | 1 |
| 0.516 | 0.913 | 0.927 | 0.063 | 1 |
| 0.519 | 0.914 | 0.927 | 0.063 | 1 |
| 0.521 | 0.916 | 0.927 | 0.063 | 1 |
| 0.524 | 0.917 | 0.927 | 0.063 | 1 |
| 0.526 | 0.919 | 0.927 | 0.063 | 1 |
| 0.529 | 0.921 | 0.927 | 0.063 | 1 |
| 0.531 | 0.922 | 0.927 | 0.063 | 1 |
| 0.534 | 0.924 | 0.927 | 0.063 | 1 |
| 0.536 | 0.926 | 0.927 | 0.063 | 1 |
| 0.539 | 0.927 | 0.927 | 0.063 | 1 |
| 0.541 | 0.929 | 0.927 | 0.063 | 1 |
| 0.544 | 0.931 | 0.927 | 0.063 | 1 |
| 0.546 | 0.933 | 0.927 | 0.063 | 1 |
| 0.549 | 0.934 | 0.927 | 0.063 | 1 |
| 0.551 | 0.936 | 0.927 | 0.063 | 1 |
| 0.554 | 0.938 | 0.927 | 0.063 | 1 |
| 0.556 | 0.94 | 0.927 | 0.063 | 1 |
| 0.559 | 0.942 | 0.927 | 0.063 | 1 |
| 0.561 | 0.944 | 0.927 | 0.063 | 1 |
| 0.564 | 0.946 | 0.927 | 0.063 | 1 |
| 0.566 | 0.947 | 0.927 | 0.063 | 1 |
| 0.569 | 0.949 | 0.927 | 0.063 | 1 |
| 0.571 | 0.951 | 0.927 | 0.063 | 1 |
| 0.574 | 0.953 | 0.927 | 0.063 | 1 |
| 0.576 | 0.955 | 0.927 | 0.063 | 1 |
| 0.579 | 0.957 | 0.927 | 0.063 | 1 |
| 0.581 | 0.959 | 0.927 | 0.063 | 1 |
| 0.584 | 0.962 | 0.927 | 0.063 | 1 |
| 0.586 | 0.964 | 0.927 | 0.063 | 1 |
| 0.589 | 0.966 | 0.927 | 0.063 | 1 |
| 0.591 | 0.968 | 0.927 | 0.063 | 1 |
| 0.594 | 0.97 | 0.927 | 0.063 | 1 |
| 0.596 | 0.972 | 0.927 | 0.063 | 1 |
| 0.599 | 0.975 | 0.927 | 0.063 | 1 |
| 0.602 | 0.977 | 0.927 | 0.063 | 1 |
| 0.604 | 0.979 | 0.927 | 0.063 | 1 |
| 0.607 | 0.981 | 0.927 | 0.063 | 1 |
| 0.609 | 0.984 | 0.927 | 0.063 | 1 |
| 0.612 | 0.986 | 0.927 | 0.063 | 1 |
| 0.614 | 0.989 | 0.927 | 0.063 | 1 |
| 0.617 | 0.991 | 0.927 | 0.063 | 1 |
| 0.619 | 0.993 | 0.927 | 0.063 | 1 |
| 0.622 | 0.996 | 0.927 | 0.063 | 1 |
| 0.624 | 0.998 | 0.927 | 0.063 | 1 |
| 0.627 | 1.001 | 0.927 | 0.063 | 1 |
| 0.629 | 1.003 | 0.927 | 0.063 | 1 |
| 0.632 | 1.006 | 0.927 | 0.063 | 1 |
| 0.634 | 1.009 | 0.927 | 0.063 | 1 |
| 0.637 | 1.011 | 0.927 | 0.063 | 1 |
| 0.639 | 1.014 | 0.927 | 0.063 | 1 |
| 0.642 | 1.017 | 0.927 | 0.063 | 1 |
| 0.644 | 1.019 | 0.927 | 0.063 | 1 |
| 0.647 | 1.022 | 0.927 | 0.063 | 1 |
| 0.649 | 1.025 | 0.927 | 0.063 | 1 |
| 0.652 | 1.028 | 0.927 | 0.063 | 1 |
| 0.654 | 1.031 | 0.927 | 0.063 | 1 |
| 0.657 | 1.033 | 0.927 | 0.063 | 1 |
| 0.659 | 1.036 | 0.927 | 0.063 | 1 |
| 0.662 | 1.039 | 0.927 | 0.063 | 1 |
| 0.664 | 1.042 | 0.927 | 0.063 | 1 |
| 0.667 | 1.045 | 0.927 | 0.063 | 1 |
| 0.669 | 1.048 | 0.927 | 0.063 | 1 |
| 0.672 | 1.051 | 0.927 | 0.063 | 1 |
| 0.674 | 1.054 | 0.927 | 0.063 | 1 |
| 0.677 | 1.057 | 0.927 | 0.063 | 1 |
| 0.679 | 1.061 | 0.927 | 0.063 | 1 |
| 0.682 | 1.064 | 0.927 | 0.063 | 1 |
| 0.684 | 1.067 | 0.927 | 0.063 | 1 |
| 0.687 | 1.07 | 0.927 | 0.063 | 1 |
| 0.689 | 1.073 | 0.927 | 0.063 | 1 |
| 0.692 | 1.077 | 0.927 | 0.063 | 1 |
| 0.694 | 1.08 | 0.927 | 0.063 | 1 |
| 0.697 | 1.083 | 0.927 | 0.063 | 1 |
| 0.699 | 1.087 | 0.927 | 0.063 | 1 |
| 0.702 | 1.09 | 0.927 | 0.063 | 1 |
| 0.704 | 1.094 | 0.927 | 0.063 | 1 |
| 0.707 | 1.097 | 0.927 | 0.063 | 1 |
| 0.709 | 1.101 | 0.927 | 0.063 | 1 |
| 0.712 | 1.104 | 0.927 | 0.063 | 1 |
| 0.714 | 1.108 | 0.927 | 0.063 | 1 |
| 0.717 | 1.112 | 0.927 | 0.063 | 1 |
| 0.719 | 1.115 | 0.927 | 0.063 | 1 |
| 0.722 | 1.119 | 0.927 | 0.063 | 1 |
| 0.724 | 1.123 | 0.927 | 0.063 | 1 |
| 0.727 | 1.127 | 0.927 | 0.063 | 1 |
| 0.729 | 1.13 | 0.927 | 0.063 | 1 |
| 0.732 | 1.134 | 0.927 | 0.063 | 1 |
| 0.734 | 1.138 | 0.927 | 0.063 | 1 |
| 0.737 | 1.142 | 0.927 | 0.063 | 1 |
| 0.739 | 1.146 | 0.927 | 0.063 | 1 |
| 0.742 | 1.15 | 0.927 | 0.063 | 1 |
| 0.744 | 1.154 | 0.927 | 0.063 | 1 |
| 0.747 | 1.158 | 0.927 | 0.063 | 1 |
| 0.749 | 1.162 | 0.927 | 0.063 | 1 |
| 0.752 | 1.166 | 0.927 | 0.063 | 1 |
| 0.754 | 1.17 | 0.927 | 0.063 | 1 |
| 0.757 | 1.175 | 0.927 | 0.063 | 1 |
| 0.759 | 1.179 | 0.927 | 0.063 | 1 |
| 0.762 | 1.183 | 0.927 | 0.063 | 1 |
| 0.764 | 1.187 | 0.927 | 0.063 | 1 |
| 0.767 | 1.192 | 0.927 | 0.063 | 1 |
| 0.769 | 1.196 | 0.927 | 0.063 | 1 |
| 0.772 | 1.2 | 0.927 | 0.063 | 1 |
| 0.774 | 1.205 | 0.927 | 0.063 | 1 |
| 0.777 | 1.209 | 0.927 | 0.063 | 1 |
| 0.779 | 1.214 | 0.927 | 0.063 | 1 |
| 0.782 | 1.218 | 0.927 | 0.063 | 1 |
| 0.784 | 1.223 | 0.927 | 0.063 | 1 |
| 0.787 | 1.227 | 0.927 | 0.063 | 1 |
| 0.789 | 1.232 | 0.927 | 0.063 | 1 |
| 0.792 | 1.237 | 0.927 | 0.063 | 1 |
| 0.794 | 1.241 | 0.927 | 0.063 | 1 |
| 0.797 | 1.246 | 0.927 | 0.063 | 1 |
| 0.799 | 1.251 | 0.927 | 0.063 | 1 |
| 0.802 | 1.256 | 0.927 | 0.063 | 1 |
| 0.805 | 1.26 | 0.927 | 0.063 | 1 |
| 0.807 | 1.265 | 0.927 | 0.063 | 1 |
| 0.81 | 1.27 | 0.927 | 0.063 | 1 |
| 0.812 | 1.275 | 0.927 | 0.063 | 1 |
| 0.815 | 1.28 | 0.927 | 0.063 | 1 |
| 0.817 | 1.285 | 0.927 | 0.063 | 1 |
| 0.82 | 1.29 | 0.927 | 0.063 | 1 |
| 0.822 | 1.295 | 0.927 | 0.063 | 1 |
| 0.825 | 1.299 | 0.927 | 0.063 | 1 |
| 0.827 | 1.304 | 0.927 | 0.063 | 1 |
| 0.83 | 1.309 | 0.927 | 0.063 | 1 |
| 0.832 | 1.314 | 0.927 | 0.063 | 1 |
| 0.835 | 1.319 | 0.927 | 0.063 | 1 |
| 0.837 | 1.325 | 0.927 | 0.063 | 1 |
| 0.84 | 1.33 | 0.927 | 0.063 | 1 |
| 0.842 | 1.335 | 0.927 | 0.063 | 1 |
| 0.845 | 1.34 | 0.927 | 0.063 | 1 |
| 0.847 | 1.345 | 0.927 | 0.063 | 1 |
| 0.85 | 1.35 | 0.927 | 0.063 | 1 |
| 0.852 | 1.355 | 0.927 | 0.063 | 1 |
| 0.855 | 1.36 | 0.927 | 0.063 | 1 |
| 0.857 | 1.365 | 0.927 | 0.063 | 1 |
| 0.86 | 1.37 | 0.927 | 0.063 | 1 |
| 0.862 | 1.375 | 0.927 | 0.063 | 1 |
| 0.865 | 1.379 | 0.927 | 0.063 | 1 |
| 0.867 | 1.384 | 0.927 | 0.063 | 1 |
| 0.87 | 1.389 | 0.927 | 0.063 | 1 |
| 0.872 | 1.394 | 0.927 | 0.063 | 1 |
| 0.875 | 1.399 | 0.927 | 0.063 | 1 |
| 0.877 | 1.403 | 0.927 | 0.063 | 1 |
| 0.88 | 1.408 | 0.927 | 0.063 | 1 |
| 0.882 | 1.412 | 0.927 | 0.063 | 1 |
| 0.885 | 1.417 | 0.927 | 0.063 | 1 |
| 0.887 | 1.421 | 0.927 | 0.063 | 1 |
| 0.89 | 1.425 | 0.927 | 0.063 | 1 |
| 0.892 | 1.429 | 0.927 | 0.063 | 1 |
| 0.895 | 1.433 | 0.927 | 0.063 | 1 |
| 0.897 | 1.436 | 0.927 | 0.063 | 1 |
| 0.9 | 1.44 | 0.927 | 0.063 | 1 |
| 0.902 | 1.443 | 0.927 | 0.063 | 1 |
| 0.905 | 1.446 | 0.927 | 0.063 | 1 |
| 0.907 | 1.449 | 0.927 | 0.063 | 1 |
| 0.91 | 1.452 | 0.927 | 0.063 | 1 |
| 0.912 | 1.454 | 0.927 | 0.063 | 1 |
| 0.915 | 1.456 | 0.927 | 0.063 | 1 |
| 0.917 | 1.458 | 0.927 | 0.063 | 1 |
| 0.92 | 1.459 | 0.927 | 0.063 | 1 |
| 0.922 | 1.46 | 0.927 | 0.063 | 1 |
| 0.925 | 1.461 | 0.927 | 0.063 | 1 |
| 0.927 | 1.461 | 0.927 | 0.063 | 1 |
| 0.93 | 1.46 | 0.927 | 0.063 | 1 |
| 0.932 | 1.459 | 0.927 | 0.063 | 1 |
| 0.935 | 1.458 | 0.927 | 0.063 | 1 |
| 0.937 | 1.455 | 0.927 | 0.063 | 1 |
| 0.94 | 1.452 | 0.927 | 0.063 | 1 |
| 0.942 | 1.449 | 0.927 | 0.063 | 1 |
| 0.945 | 1.444 | 0.927 | 0.063 | 1 |
| 0.947 | 1.439 | 0.927 | 0.063 | 1 |
| 0.95 | 1.433 | 0.927 | 0.063 | 1 |
| 0.952 | 1.425 | 0.927 | 0.063 | 1 |
| 0.955 | 1.417 | 0.927 | 0.063 | 1 |
| 0.957 | 1.408 | 0.927 | 0.063 | 1 |
| 0.96 | 1.397 | 0.927 | 0.063 | 1 |
| 0.962 | 1.385 | 0.927 | 0.063 | 1 |
| 0.965 | 1.372 | 0.927 | 0.063 | 1 |
| 0.967 | 1.357 | 0.927 | 0.063 | 1 |
| 0.97 | 1.341 | 0.927 | 0.063 | 1 |
| 0.972 | 1.323 | 0.927 | 0.063 | 1 |
| 0.975 | 1.303 | 0.927 | 0.063 | 1 |
| 0.977 | 1.282 | 0.927 | 0.063 | 1 |
| 0.98 | 1.259 | 0.927 | 0.063 | 1 |
| 0.982 | 1.234 | 0.927 | 0.063 | 1 |
| 0.985 | 1.208 | 0.927 | 0.063 | 1 |
| 0.987 | 1.179 | 0.927 | 0.063 | 1 |
| 0.99 | 1.149 | 0.927 | 0.063 | 1 |
| 0.992 | 1.117 | 0.927 | 0.063 | 1 |
| 0.995 | 1.084 | 0.927 | 0.063 | 1 |
| 0.997 | 1.048 | 0.927 | 0.063 | 1 |
| 1 | 1.011 | 0.927 | 0.063 | 1 |
(b) Aggregate labor income
| theta_Y | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.85 | 0.735 | 0 | 0.918 |
| 0.02 | 0.858 | 0.735 | 0 | 0.918 |
| 0.041 | 0.867 | 0.735 | 0 | 0.918 |
| 0.061 | 0.875 | 0.735 | 0 | 0.918 |
| 0.082 | 0.883 | 0.735 | 0 | 0.918 |
| 0.102 | 0.892 | 0.735 | 0 | 0.918 |
| 0.122 | 0.901 | 0.735 | 0 | 0.918 |
| 0.143 | 0.91 | 0.735 | 0 | 0.918 |
| 0.163 | 0.918 | 0.735 | 0 | 0.918 |
| 0.184 | 0.927 | 0.735 | 0 | 0.918 |
| 0.204 | 0.937 | 0.735 | 0 | 0.918 |
| 0.224 | 0.946 | 0.735 | 0 | 0.918 |
| 0.245 | 0.955 | 0.735 | 0 | 0.918 |
| 0.265 | 0.964 | 0.735 | 0 | 0.918 |
| 0.286 | 0.974 | 0.735 | 0 | 0.918 |
| 0.306 | 0.983 | 0.735 | 0 | 0.918 |
| 0.327 | 0.992 | 0.735 | 0 | 0.918 |
| 0.347 | 1.001 | 0.735 | 0 | 0.918 |
| 0.367 | 1.011 | 0.735 | 0 | 0.918 |
| 0.388 | 1.02 | 0.735 | 0 | 0.918 |
| 0.408 | 1.029 | 0.735 | 0 | 0.918 |
| 0.429 | 1.038 | 0.735 | 0 | 0.918 |
| 0.449 | 1.047 | 0.735 | 0 | 0.918 |
| 0.469 | 1.056 | 0.735 | 0 | 0.918 |
| 0.49 | 1.065 | 0.735 | 0 | 0.918 |
| 0.51 | 1.075 | 0.735 | 0 | 0.918 |
| 0.531 | 1.084 | 0.735 | 0 | 0.918 |
| 0.551 | 1.093 | 0.735 | 0 | 0.918 |
| 0.571 | 1.101 | 0.735 | 0 | 0.918 |
| 0.592 | 1.11 | 0.735 | 0 | 0.918 |
| 0.612 | 1.119 | 0.735 | 0 | 0.918 |
| 0.633 | 1.127 | 0.735 | 0 | 0.918 |
| 0.653 | 1.135 | 0.735 | 0 | 0.918 |
| 0.673 | 1.142 | 0.735 | 0 | 0.918 |
| 0.694 | 1.148 | 0.735 | 0 | 0.918 |
| 0.714 | 1.153 | 0.735 | 0 | 0.918 |
| 0.735 | 1.155 | 0.735 | 0 | 0.918 |
| 0.755 | 1.154 | 0.735 | 0 | 0.918 |
| 0.776 | 1.148 | 0.735 | 0 | 0.918 |
| 0.796 | 1.136 | 0.735 | 0 | 0.918 |
| 0.816 | 1.117 | 0.735 | 0 | 0.918 |
| 0.837 | 1.087 | 0.735 | 0 | 0.918 |
| 0.857 | 1.047 | 0.735 | 0 | 0.918 |
| 0.878 | 0.992 | 0.735 | 0 | 0.918 |
| 0.898 | 0.922 | 0.735 | 0 | 0.918 |
| 0.918 | 0.835 | 0.735 | 0 | 0.918 |
| 0.939 | 0.733 | 0.735 | 0 | 0.918 |
| 0.959 | 0.618 | 0.735 | 0 | 0.918 |
| 0.98 | 0.495 | 0.735 | 0 | 0.918 |
| 1 | 0.374 | 0.735 | 0 | 0.918 |
Figure 26: Comparison of consumption path: Blanchard and Perotti (2002)
shock
| Quarter | Empirical | Empirical_90CI_Upper | Empirical_90CI_Lower | Model_Sticky_Y_and_R | Model_Sticky_Y_only | Model_Sticky_R_only | Model_FIRE |
|---|---|---|---|---|---|---|---|
| 0 | 0.038 | 0.151 | -0.075 | -0.013 | 0.147 | -0.048 | 0.112 |
| 1 | 0.026 | 0.189 | -0.136 | -0.011 | 0.13 | -0.034 | 0.108 |
| 2 | -0.112 | 0.085 | -0.309 | -0.021 | 0.096 | -0.032 | 0.085 |
| 3 | -0.031 | 0.203 | -0.265 | 0.041 | 0.112 | 0.027 | 0.098 |
| 4 | -0.011 | 0.249 | -0.27 | 0.016 | 0.049 | 0.005 | 0.037 |
| 5 | -0.039 | 0.244 | -0.321 | 0.042 | 0.08 | 0.032 | 0.07 |
| 6 | -0.021 | 0.284 | -0.326 | 0.07 | 0.116 | 0.061 | 0.106 |
| 7 | -0.173 | 0.155 | -0.502 | 0.067 | 0.096 | 0.059 | 0.088 |
| 8 | -0.263 | 0.084 | -0.609 | 0.015 | 0.019 | 0.009 | 0.013 |
| 9 | -0.261 | 0.103 | -0.625 | -0.027 | -0.038 | -0.031 | -0.042 |
| 10 | -0.253 | 0.115 | -0.621 | -0.043 | -0.055 | -0.045 | -0.057 |
| 11 | -0.379 | 0.002 | -0.76 | -0.102 | -0.123 | -0.103 | -0.123 |
| 12 | -0.516 | -0.119 | -0.914 | -0.169 | -0.21 | -0.168 | -0.209 |
| 13 | -0.487 | -0.078 | -0.897 | -0.234 | -0.29 | -0.232 | -0.288 |
| 14 | -0.454 | -0.035 | -0.873 | -0.292 | -0.354 | -0.289 | -0.351 |
| 15 | -0.377 | 0.047 | -0.801 | -0.313 | -0.374 | -0.31 | -0.371 |
Figure 27: Impulse responses to Mertens and Ravn (2011)
shock
| Quarter | C_IRF | C_SE | C_90CI_Upper | C_90CI_Lower | Y_earned_IRF | Y_earned_SE | Y_earned_90CI_Upper | Y_earned_90CI_Lower | R_IRF | R_SE | R_90CI_Upper | R_90CI_Lower | S_IRF | S_SE | S_90CI_Upper | S_90CI_Lower |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.076 | 0.063 | 0.18 | -0.027 | 0.199 | 0.135 | 0.421 | -0.024 | -0.137 | 0.079 | -0.007 | -0.267 | 2.043 | 1.856 | 5.097 | -1.011 |
| 1 | 0.128 | 0.089 | 0.274 | -0.019 | 0.133 | 0.151 | 0.381 | -0.116 | -0.077 | 0.103 | 0.092 | -0.247 | 1.042 | 1.782 | 3.974 | -1.889 |
| 2 | 0.175 | 0.107 | 0.352 | -0.002 | 0.33 | 0.168 | 0.606 | 0.054 | 0.009 | 0.108 | 0.187 | -0.168 | 0.542 | 1.811 | 3.521 | -2.438 |
| 3 | 0.198 | 0.128 | 0.408 | -0.012 | 0.423 | 0.238 | 0.815 | 0.031 | 0.092 | 0.119 | 0.287 | -0.104 | 1.296 | 1.878 | 4.385 | -1.793 |
| 4 | 0.27 | 0.142 | 0.504 | 0.036 | 0.546 | 0.258 | 0.97 | 0.123 | 0.063 | 0.129 | 0.276 | -0.149 | 0.191 | 1.843 | 3.223 | -2.841 |
| 5 | 0.37 | 0.155 | 0.625 | 0.115 | 0.642 | 0.261 | 1.072 | 0.213 | 0.073 | 0.138 | 0.301 | -0.155 | 2.825 | 1.867 | 5.896 | -0.247 |
| 6 | 0.376 | 0.169 | 0.653 | 0.098 | 0.581 | 0.273 | 1.031 | 0.132 | 0.133 | 0.143 | 0.368 | -0.102 | 0.821 | 1.908 | 3.96 | -2.318 |
| 7 | 0.427 | 0.183 | 0.727 | 0.127 | 0.455 | 0.275 | 0.907 | 0.003 | 0.251 | 0.142 | 0.485 | 0.016 | -0.023 | 1.788 | 2.919 | -2.964 |
| 8 | 0.398 | 0.195 | 0.718 | 0.077 | 0.471 | 0.275 | 0.924 | 0.018 | 0.251 | 0.145 | 0.489 | 0.013 | -0.011 | 1.777 | 2.912 | -2.935 |
| 9 | 0.386 | 0.205 | 0.723 | 0.048 | 0.395 | 0.284 | 0.862 | -0.072 | 0.31 | 0.149 | 0.555 | 0.065 | -1.7 | 1.714 | 1.12 | -4.519 |
| 10 | 0.287 | 0.211 | 0.634 | -0.061 | 0.298 | 0.296 | 0.786 | -0.189 | 0.293 | 0.149 | 0.538 | 0.047 | 0.873 | 1.832 | 3.887 | -2.141 |
| 11 | 0.27 | 0.22 | 0.632 | -0.093 | 0.381 | 0.3 | 0.874 | -0.113 | 0.355 | 0.15 | 0.601 | 0.109 | -0.569 | 1.891 | 2.542 | -3.679 |
| 12 | 0.255 | 0.231 | 0.634 | -0.125 | 0.241 | 0.308 | 0.749 | -0.266 | 0.42 | 0.151 | 0.669 | 0.171 | 1.298 | 1.83 | 4.309 | -1.713 |
| 13 | 0.284 | 0.238 | 0.676 | -0.108 | 0.207 | 0.315 | 0.725 | -0.311 | 0.263 | 0.147 | 0.505 | 0.02 | 1.314 | 1.731 | 4.162 | -1.533 |
| 14 | 0.283 | 0.245 | 0.686 | -0.12 | 0.229 | 0.322 | 0.758 | -0.3 | 0.544 | 0.139 | 0.773 | 0.315 | 1.357 | 1.827 | 4.362 | -1.648 |
| 15 | 0.213 | 0.251 | 0.626 | -0.2 | 0.142 | 0.286 | 0.612 | -0.328 | 0.415 | 0.141 | 0.647 | 0.182 | -0.673 | 1.727 | 2.169 | -3.514 |
Figure 28:
(a) Interest rate
(b) Aggregate labor income
(a) Interest rate
| theta_R | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.557 | 1 | 0.088 | 1 |
| 0.003 | 0.557 | 1 | 0.088 | 1 |
| 0.005 | 0.558 | 1 | 0.088 | 1 |
| 0.008 | 0.558 | 1 | 0.088 | 1 |
| 0.01 | 0.559 | 1 | 0.088 | 1 |
| 0.013 | 0.559 | 1 | 0.088 | 1 |
| 0.015 | 0.56 | 1 | 0.088 | 1 |
| 0.018 | 0.56 | 1 | 0.088 | 1 |
| 0.02 | 0.56 | 1 | 0.088 | 1 |
| 0.023 | 0.561 | 1 | 0.088 | 1 |
| 0.025 | 0.561 | 1 | 0.088 | 1 |
| 0.028 | 0.562 | 1 | 0.088 | 1 |
| 0.03 | 0.562 | 1 | 0.088 | 1 |
| 0.033 | 0.563 | 1 | 0.088 | 1 |
| 0.035 | 0.563 | 1 | 0.088 | 1 |
| 0.038 | 0.564 | 1 | 0.088 | 1 |
| 0.04 | 0.564 | 1 | 0.088 | 1 |
| 0.043 | 0.564 | 1 | 0.088 | 1 |
| 0.045 | 0.565 | 1 | 0.088 | 1 |
| 0.048 | 0.565 | 1 | 0.088 | 1 |
| 0.05 | 0.566 | 1 | 0.088 | 1 |
| 0.053 | 0.566 | 1 | 0.088 | 1 |
| 0.055 | 0.567 | 1 | 0.088 | 1 |
| 0.058 | 0.567 | 1 | 0.088 | 1 |
| 0.06 | 0.568 | 1 | 0.088 | 1 |
| 0.063 | 0.568 | 1 | 0.088 | 1 |
| 0.065 | 0.569 | 1 | 0.088 | 1 |
| 0.068 | 0.569 | 1 | 0.088 | 1 |
| 0.07 | 0.569 | 1 | 0.088 | 1 |
| 0.073 | 0.57 | 1 | 0.088 | 1 |
| 0.075 | 0.57 | 1 | 0.088 | 1 |
| 0.078 | 0.571 | 1 | 0.088 | 1 |
| 0.08 | 0.571 | 1 | 0.088 | 1 |
| 0.083 | 0.572 | 1 | 0.088 | 1 |
| 0.085 | 0.572 | 1 | 0.088 | 1 |
| 0.088 | 0.573 | 1 | 0.088 | 1 |
| 0.09 | 0.573 | 1 | 0.088 | 1 |
| 0.093 | 0.574 | 1 | 0.088 | 1 |
| 0.095 | 0.574 | 1 | 0.088 | 1 |
| 0.098 | 0.574 | 1 | 0.088 | 1 |
| 0.1 | 0.575 | 1 | 0.088 | 1 |
| 0.103 | 0.575 | 1 | 0.088 | 1 |
| 0.105 | 0.576 | 1 | 0.088 | 1 |
| 0.108 | 0.576 | 1 | 0.088 | 1 |
| 0.11 | 0.577 | 1 | 0.088 | 1 |
| 0.113 | 0.577 | 1 | 0.088 | 1 |
| 0.115 | 0.578 | 1 | 0.088 | 1 |
| 0.118 | 0.578 | 1 | 0.088 | 1 |
| 0.12 | 0.579 | 1 | 0.088 | 1 |
| 0.123 | 0.579 | 1 | 0.088 | 1 |
| 0.125 | 0.58 | 1 | 0.088 | 1 |
| 0.128 | 0.58 | 1 | 0.088 | 1 |
| 0.13 | 0.58 | 1 | 0.088 | 1 |
| 0.133 | 0.581 | 1 | 0.088 | 1 |
| 0.135 | 0.581 | 1 | 0.088 | 1 |
| 0.138 | 0.582 | 1 | 0.088 | 1 |
| 0.14 | 0.582 | 1 | 0.088 | 1 |
| 0.143 | 0.583 | 1 | 0.088 | 1 |
| 0.145 | 0.583 | 1 | 0.088 | 1 |
| 0.148 | 0.584 | 1 | 0.088 | 1 |
| 0.15 | 0.584 | 1 | 0.088 | 1 |
| 0.153 | 0.585 | 1 | 0.088 | 1 |
| 0.155 | 0.585 | 1 | 0.088 | 1 |
| 0.158 | 0.586 | 1 | 0.088 | 1 |
| 0.16 | 0.586 | 1 | 0.088 | 1 |
| 0.163 | 0.587 | 1 | 0.088 | 1 |
| 0.165 | 0.587 | 1 | 0.088 | 1 |
| 0.168 | 0.588 | 1 | 0.088 | 1 |
| 0.17 | 0.588 | 1 | 0.088 | 1 |
| 0.173 | 0.588 | 1 | 0.088 | 1 |
| 0.175 | 0.589 | 1 | 0.088 | 1 |
| 0.178 | 0.589 | 1 | 0.088 | 1 |
| 0.18 | 0.59 | 1 | 0.088 | 1 |
| 0.183 | 0.59 | 1 | 0.088 | 1 |
| 0.185 | 0.591 | 1 | 0.088 | 1 |
| 0.188 | 0.591 | 1 | 0.088 | 1 |
| 0.19 | 0.592 | 1 | 0.088 | 1 |
| 0.193 | 0.592 | 1 | 0.088 | 1 |
| 0.195 | 0.593 | 1 | 0.088 | 1 |
| 0.198 | 0.593 | 1 | 0.088 | 1 |
| 0.201 | 0.594 | 1 | 0.088 | 1 |
| 0.203 | 0.594 | 1 | 0.088 | 1 |
| 0.206 | 0.595 | 1 | 0.088 | 1 |
| 0.208 | 0.595 | 1 | 0.088 | 1 |
| 0.211 | 0.596 | 1 | 0.088 | 1 |
| 0.213 | 0.596 | 1 | 0.088 | 1 |
| 0.216 | 0.597 | 1 | 0.088 | 1 |
| 0.218 | 0.597 | 1 | 0.088 | 1 |
| 0.221 | 0.598 | 1 | 0.088 | 1 |
| 0.223 | 0.598 | 1 | 0.088 | 1 |
| 0.226 | 0.599 | 1 | 0.088 | 1 |
| 0.228 | 0.599 | 1 | 0.088 | 1 |
| 0.231 | 0.599 | 1 | 0.088 | 1 |
| 0.233 | 0.6 | 1 | 0.088 | 1 |
| 0.236 | 0.6 | 1 | 0.088 | 1 |
| 0.238 | 0.601 | 1 | 0.088 | 1 |
| 0.241 | 0.601 | 1 | 0.088 | 1 |
| 0.243 | 0.602 | 1 | 0.088 | 1 |
| 0.246 | 0.602 | 1 | 0.088 | 1 |
| 0.248 | 0.603 | 1 | 0.088 | 1 |
| 0.251 | 0.603 | 1 | 0.088 | 1 |
| 0.253 | 0.604 | 1 | 0.088 | 1 |
| 0.256 | 0.604 | 1 | 0.088 | 1 |
| 0.258 | 0.605 | 1 | 0.088 | 1 |
| 0.261 | 0.605 | 1 | 0.088 | 1 |
| 0.263 | 0.606 | 1 | 0.088 | 1 |
| 0.266 | 0.606 | 1 | 0.088 | 1 |
| 0.268 | 0.607 | 1 | 0.088 | 1 |
| 0.271 | 0.607 | 1 | 0.088 | 1 |
| 0.273 | 0.608 | 1 | 0.088 | 1 |
| 0.276 | 0.608 | 1 | 0.088 | 1 |
| 0.278 | 0.609 | 1 | 0.088 | 1 |
| 0.281 | 0.609 | 1 | 0.088 | 1 |
| 0.283 | 0.609 | 1 | 0.088 | 1 |
| 0.286 | 0.61 | 1 | 0.088 | 1 |
| 0.288 | 0.61 | 1 | 0.088 | 1 |
| 0.291 | 0.611 | 1 | 0.088 | 1 |
| 0.293 | 0.611 | 1 | 0.088 | 1 |
| 0.296 | 0.612 | 1 | 0.088 | 1 |
| 0.298 | 0.612 | 1 | 0.088 | 1 |
| 0.301 | 0.613 | 1 | 0.088 | 1 |
| 0.303 | 0.613 | 1 | 0.088 | 1 |
| 0.306 | 0.614 | 1 | 0.088 | 1 |
| 0.308 | 0.614 | 1 | 0.088 | 1 |
| 0.311 | 0.615 | 1 | 0.088 | 1 |
| 0.313 | 0.615 | 1 | 0.088 | 1 |
| 0.316 | 0.615 | 1 | 0.088 | 1 |
| 0.318 | 0.616 | 1 | 0.088 | 1 |
| 0.321 | 0.616 | 1 | 0.088 | 1 |
| 0.323 | 0.617 | 1 | 0.088 | 1 |
| 0.326 | 0.617 | 1 | 0.088 | 1 |
| 0.328 | 0.618 | 1 | 0.088 | 1 |
| 0.331 | 0.618 | 1 | 0.088 | 1 |
| 0.333 | 0.619 | 1 | 0.088 | 1 |
| 0.336 | 0.619 | 1 | 0.088 | 1 |
| 0.338 | 0.62 | 1 | 0.088 | 1 |
| 0.341 | 0.62 | 1 | 0.088 | 1 |
| 0.343 | 0.62 | 1 | 0.088 | 1 |
| 0.346 | 0.621 | 1 | 0.088 | 1 |
| 0.348 | 0.621 | 1 | 0.088 | 1 |
| 0.351 | 0.622 | 1 | 0.088 | 1 |
| 0.353 | 0.622 | 1 | 0.088 | 1 |
| 0.356 | 0.623 | 1 | 0.088 | 1 |
| 0.358 | 0.623 | 1 | 0.088 | 1 |
| 0.361 | 0.623 | 1 | 0.088 | 1 |
| 0.363 | 0.624 | 1 | 0.088 | 1 |
| 0.366 | 0.624 | 1 | 0.088 | 1 |
| 0.368 | 0.625 | 1 | 0.088 | 1 |
| 0.371 | 0.625 | 1 | 0.088 | 1 |
| 0.373 | 0.625 | 1 | 0.088 | 1 |
| 0.376 | 0.626 | 1 | 0.088 | 1 |
| 0.378 | 0.626 | 1 | 0.088 | 1 |
| 0.381 | 0.627 | 1 | 0.088 | 1 |
| 0.383 | 0.627 | 1 | 0.088 | 1 |
| 0.386 | 0.627 | 1 | 0.088 | 1 |
| 0.388 | 0.628 | 1 | 0.088 | 1 |
| 0.391 | 0.628 | 1 | 0.088 | 1 |
| 0.393 | 0.629 | 1 | 0.088 | 1 |
| 0.396 | 0.629 | 1 | 0.088 | 1 |
| 0.398 | 0.629 | 1 | 0.088 | 1 |
| 0.401 | 0.63 | 1 | 0.088 | 1 |
| 0.404 | 0.63 | 1 | 0.088 | 1 |
| 0.406 | 0.63 | 1 | 0.088 | 1 |
| 0.409 | 0.631 | 1 | 0.088 | 1 |
| 0.411 | 0.631 | 1 | 0.088 | 1 |
| 0.414 | 0.632 | 1 | 0.088 | 1 |
| 0.416 | 0.632 | 1 | 0.088 | 1 |
| 0.419 | 0.632 | 1 | 0.088 | 1 |
| 0.421 | 0.633 | 1 | 0.088 | 1 |
| 0.424 | 0.633 | 1 | 0.088 | 1 |
| 0.426 | 0.633 | 1 | 0.088 | 1 |
| 0.429 | 0.634 | 1 | 0.088 | 1 |
| 0.431 | 0.634 | 1 | 0.088 | 1 |
| 0.434 | 0.634 | 1 | 0.088 | 1 |
| 0.436 | 0.635 | 1 | 0.088 | 1 |
| 0.439 | 0.635 | 1 | 0.088 | 1 |
| 0.441 | 0.635 | 1 | 0.088 | 1 |
| 0.444 | 0.635 | 1 | 0.088 | 1 |
| 0.446 | 0.636 | 1 | 0.088 | 1 |
| 0.449 | 0.636 | 1 | 0.088 | 1 |
| 0.451 | 0.636 | 1 | 0.088 | 1 |
| 0.454 | 0.637 | 1 | 0.088 | 1 |
| 0.456 | 0.637 | 1 | 0.088 | 1 |
| 0.459 | 0.637 | 1 | 0.088 | 1 |
| 0.461 | 0.637 | 1 | 0.088 | 1 |
| 0.464 | 0.638 | 1 | 0.088 | 1 |
| 0.466 | 0.638 | 1 | 0.088 | 1 |
| 0.469 | 0.638 | 1 | 0.088 | 1 |
| 0.471 | 0.639 | 1 | 0.088 | 1 |
| 0.474 | 0.639 | 1 | 0.088 | 1 |
| 0.476 | 0.639 | 1 | 0.088 | 1 |
| 0.479 | 0.639 | 1 | 0.088 | 1 |
| 0.481 | 0.639 | 1 | 0.088 | 1 |
| 0.484 | 0.64 | 1 | 0.088 | 1 |
| 0.486 | 0.64 | 1 | 0.088 | 1 |
| 0.489 | 0.64 | 1 | 0.088 | 1 |
| 0.491 | 0.64 | 1 | 0.088 | 1 |
| 0.494 | 0.641 | 1 | 0.088 | 1 |
| 0.496 | 0.641 | 1 | 0.088 | 1 |
| 0.499 | 0.641 | 1 | 0.088 | 1 |
| 0.501 | 0.641 | 1 | 0.088 | 1 |
| 0.504 | 0.641 | 1 | 0.088 | 1 |
| 0.506 | 0.642 | 1 | 0.088 | 1 |
| 0.509 | 0.642 | 1 | 0.088 | 1 |
| 0.511 | 0.642 | 1 | 0.088 | 1 |
| 0.514 | 0.642 | 1 | 0.088 | 1 |
| 0.516 | 0.642 | 1 | 0.088 | 1 |
| 0.519 | 0.642 | 1 | 0.088 | 1 |
| 0.521 | 0.643 | 1 | 0.088 | 1 |
| 0.524 | 0.643 | 1 | 0.088 | 1 |
| 0.526 | 0.643 | 1 | 0.088 | 1 |
| 0.529 | 0.643 | 1 | 0.088 | 1 |
| 0.531 | 0.643 | 1 | 0.088 | 1 |
| 0.534 | 0.643 | 1 | 0.088 | 1 |
| 0.536 | 0.643 | 1 | 0.088 | 1 |
| 0.539 | 0.643 | 1 | 0.088 | 1 |
| 0.541 | 0.644 | 1 | 0.088 | 1 |
| 0.544 | 0.644 | 1 | 0.088 | 1 |
| 0.546 | 0.644 | 1 | 0.088 | 1 |
| 0.549 | 0.644 | 1 | 0.088 | 1 |
| 0.551 | 0.644 | 1 | 0.088 | 1 |
| 0.554 | 0.644 | 1 | 0.088 | 1 |
| 0.556 | 0.644 | 1 | 0.088 | 1 |
| 0.559 | 0.644 | 1 | 0.088 | 1 |
| 0.561 | 0.644 | 1 | 0.088 | 1 |
| 0.564 | 0.644 | 1 | 0.088 | 1 |
| 0.566 | 0.644 | 1 | 0.088 | 1 |
| 0.569 | 0.644 | 1 | 0.088 | 1 |
| 0.571 | 0.645 | 1 | 0.088 | 1 |
| 0.574 | 0.645 | 1 | 0.088 | 1 |
| 0.576 | 0.645 | 1 | 0.088 | 1 |
| 0.579 | 0.645 | 1 | 0.088 | 1 |
| 0.581 | 0.645 | 1 | 0.088 | 1 |
| 0.584 | 0.645 | 1 | 0.088 | 1 |
| 0.586 | 0.645 | 1 | 0.088 | 1 |
| 0.589 | 0.645 | 1 | 0.088 | 1 |
| 0.591 | 0.645 | 1 | 0.088 | 1 |
| 0.594 | 0.645 | 1 | 0.088 | 1 |
| 0.596 | 0.645 | 1 | 0.088 | 1 |
| 0.599 | 0.645 | 1 | 0.088 | 1 |
| 0.602 | 0.645 | 1 | 0.088 | 1 |
| 0.604 | 0.645 | 1 | 0.088 | 1 |
| 0.607 | 0.645 | 1 | 0.088 | 1 |
| 0.609 | 0.645 | 1 | 0.088 | 1 |
| 0.612 | 0.645 | 1 | 0.088 | 1 |
| 0.614 | 0.645 | 1 | 0.088 | 1 |
| 0.617 | 0.645 | 1 | 0.088 | 1 |
| 0.619 | 0.646 | 1 | 0.088 | 1 |
| 0.622 | 0.646 | 1 | 0.088 | 1 |
| 0.624 | 0.646 | 1 | 0.088 | 1 |
| 0.627 | 0.646 | 1 | 0.088 | 1 |
| 0.629 | 0.646 | 1 | 0.088 | 1 |
| 0.632 | 0.646 | 1 | 0.088 | 1 |
| 0.634 | 0.646 | 1 | 0.088 | 1 |
| 0.637 | 0.646 | 1 | 0.088 | 1 |
| 0.639 | 0.646 | 1 | 0.088 | 1 |
| 0.642 | 0.646 | 1 | 0.088 | 1 |
| 0.644 | 0.646 | 1 | 0.088 | 1 |
| 0.647 | 0.647 | 1 | 0.088 | 1 |
| 0.649 | 0.647 | 1 | 0.088 | 1 |
| 0.652 | 0.647 | 1 | 0.088 | 1 |
| 0.654 | 0.647 | 1 | 0.088 | 1 |
| 0.657 | 0.647 | 1 | 0.088 | 1 |
| 0.659 | 0.647 | 1 | 0.088 | 1 |
| 0.662 | 0.648 | 1 | 0.088 | 1 |
| 0.664 | 0.648 | 1 | 0.088 | 1 |
| 0.667 | 0.648 | 1 | 0.088 | 1 |
| 0.669 | 0.648 | 1 | 0.088 | 1 |
| 0.672 | 0.649 | 1 | 0.088 | 1 |
| 0.674 | 0.649 | 1 | 0.088 | 1 |
| 0.677 | 0.649 | 1 | 0.088 | 1 |
| 0.679 | 0.65 | 1 | 0.088 | 1 |
| 0.682 | 0.65 | 1 | 0.088 | 1 |
| 0.684 | 0.65 | 1 | 0.088 | 1 |
| 0.687 | 0.651 | 1 | 0.088 | 1 |
| 0.689 | 0.651 | 1 | 0.088 | 1 |
| 0.692 | 0.652 | 1 | 0.088 | 1 |
| 0.694 | 0.652 | 1 | 0.088 | 1 |
| 0.697 | 0.653 | 1 | 0.088 | 1 |
| 0.699 | 0.653 | 1 | 0.088 | 1 |
| 0.702 | 0.654 | 1 | 0.088 | 1 |
| 0.704 | 0.655 | 1 | 0.088 | 1 |
| 0.707 | 0.655 | 1 | 0.088 | 1 |
| 0.709 | 0.656 | 1 | 0.088 | 1 |
| 0.712 | 0.657 | 1 | 0.088 | 1 |
| 0.714 | 0.658 | 1 | 0.088 | 1 |
| 0.717 | 0.659 | 1 | 0.088 | 1 |
| 0.719 | 0.66 | 1 | 0.088 | 1 |
| 0.722 | 0.661 | 1 | 0.088 | 1 |
| 0.724 | 0.662 | 1 | 0.088 | 1 |
| 0.727 | 0.663 | 1 | 0.088 | 1 |
| 0.729 | 0.664 | 1 | 0.088 | 1 |
| 0.732 | 0.665 | 1 | 0.088 | 1 |
| 0.734 | 0.667 | 1 | 0.088 | 1 |
| 0.737 | 0.668 | 1 | 0.088 | 1 |
| 0.739 | 0.67 | 1 | 0.088 | 1 |
| 0.742 | 0.671 | 1 | 0.088 | 1 |
| 0.744 | 0.673 | 1 | 0.088 | 1 |
| 0.747 | 0.675 | 1 | 0.088 | 1 |
| 0.749 | 0.677 | 1 | 0.088 | 1 |
| 0.752 | 0.679 | 1 | 0.088 | 1 |
| 0.754 | 0.681 | 1 | 0.088 | 1 |
| 0.757 | 0.683 | 1 | 0.088 | 1 |
| 0.759 | 0.685 | 1 | 0.088 | 1 |
| 0.762 | 0.688 | 1 | 0.088 | 1 |
| 0.764 | 0.69 | 1 | 0.088 | 1 |
| 0.767 | 0.693 | 1 | 0.088 | 1 |
| 0.769 | 0.696 | 1 | 0.088 | 1 |
| 0.772 | 0.699 | 1 | 0.088 | 1 |
| 0.774 | 0.702 | 1 | 0.088 | 1 |
| 0.777 | 0.706 | 1 | 0.088 | 1 |
| 0.779 | 0.709 | 1 | 0.088 | 1 |
| 0.782 | 0.713 | 1 | 0.088 | 1 |
| 0.784 | 0.717 | 1 | 0.088 | 1 |
| 0.787 | 0.721 | 1 | 0.088 | 1 |
| 0.789 | 0.725 | 1 | 0.088 | 1 |
| 0.792 | 0.73 | 1 | 0.088 | 1 |
| 0.794 | 0.735 | 1 | 0.088 | 1 |
| 0.797 | 0.74 | 1 | 0.088 | 1 |
| 0.799 | 0.745 | 1 | 0.088 | 1 |
| 0.802 | 0.751 | 1 | 0.088 | 1 |
| 0.805 | 0.757 | 1 | 0.088 | 1 |
| 0.807 | 0.763 | 1 | 0.088 | 1 |
| 0.81 | 0.769 | 1 | 0.088 | 1 |
| 0.812 | 0.776 | 1 | 0.088 | 1 |
| 0.815 | 0.784 | 1 | 0.088 | 1 |
| 0.817 | 0.791 | 1 | 0.088 | 1 |
| 0.82 | 0.799 | 1 | 0.088 | 1 |
| 0.822 | 0.808 | 1 | 0.088 | 1 |
| 0.825 | 0.817 | 1 | 0.088 | 1 |
| 0.827 | 0.826 | 1 | 0.088 | 1 |
| 0.83 | 0.836 | 1 | 0.088 | 1 |
| 0.832 | 0.847 | 1 | 0.088 | 1 |
| 0.835 | 0.858 | 1 | 0.088 | 1 |
| 0.837 | 0.869 | 1 | 0.088 | 1 |
| 0.84 | 0.882 | 1 | 0.088 | 1 |
| 0.842 | 0.894 | 1 | 0.088 | 1 |
| 0.845 | 0.908 | 1 | 0.088 | 1 |
| 0.847 | 0.923 | 1 | 0.088 | 1 |
| 0.85 | 0.938 | 1 | 0.088 | 1 |
| 0.852 | 0.954 | 1 | 0.088 | 1 |
| 0.855 | 0.971 | 1 | 0.088 | 1 |
| 0.857 | 0.989 | 1 | 0.088 | 1 |
| 0.86 | 1.008 | 1 | 0.088 | 1 |
| 0.862 | 1.028 | 1 | 0.088 | 1 |
| 0.865 | 1.049 | 1 | 0.088 | 1 |
| 0.867 | 1.072 | 1 | 0.088 | 1 |
| 0.87 | 1.096 | 1 | 0.088 | 1 |
| 0.872 | 1.121 | 1 | 0.088 | 1 |
| 0.875 | 1.148 | 1 | 0.088 | 1 |
| 0.877 | 1.176 | 1 | 0.088 | 1 |
| 0.88 | 1.206 | 1 | 0.088 | 1 |
| 0.882 | 1.238 | 1 | 0.088 | 1 |
| 0.885 | 1.272 | 1 | 0.088 | 1 |
| 0.887 | 1.308 | 1 | 0.088 | 1 |
| 0.89 | 1.346 | 1 | 0.088 | 1 |
| 0.892 | 1.387 | 1 | 0.088 | 1 |
| 0.895 | 1.43 | 1 | 0.088 | 1 |
| 0.897 | 1.476 | 1 | 0.088 | 1 |
| 0.9 | 1.525 | 1 | 0.088 | 1 |
| 0.902 | 1.577 | 1 | 0.088 | 1 |
| 0.905 | 1.633 | 1 | 0.088 | 1 |
| 0.907 | 1.692 | 1 | 0.088 | 1 |
| 0.91 | 1.754 | 1 | 0.088 | 1 |
| 0.912 | 1.821 | 1 | 0.088 | 1 |
| 0.915 | 1.893 | 1 | 0.088 | 1 |
| 0.917 | 1.969 | 1 | 0.088 | 1 |
| 0.92 | 2.05 | 1 | 0.088 | 1 |
| 0.922 | 2.136 | 1 | 0.088 | 1 |
| 0.925 | 2.228 | 1 | 0.088 | 1 |
| 0.927 | 2.326 | 1 | 0.088 | 1 |
| 0.93 | 2.43 | 1 | 0.088 | 1 |
| 0.932 | 2.541 | 1 | 0.088 | 1 |
| 0.935 | 2.659 | 1 | 0.088 | 1 |
| 0.937 | 2.784 | 1 | 0.088 | 1 |
| 0.94 | 2.917 | 1 | 0.088 | 1 |
| 0.942 | 3.057 | 1 | 0.088 | 1 |
| 0.945 | 3.206 | 1 | 0.088 | 1 |
| 0.947 | 3.363 | 1 | 0.088 | 1 |
| 0.95 | 3.529 | 1 | 0.088 | 1 |
| 0.952 | 3.703 | 1 | 0.088 | 1 |
| 0.955 | 3.886 | 1 | 0.088 | 1 |
| 0.957 | 4.076 | 1 | 0.088 | 1 |
| 0.96 | 4.275 | 1 | 0.088 | 1 |
| 0.962 | 4.48 | 1 | 0.088 | 1 |
| 0.965 | 4.692 | 1 | 0.088 | 1 |
| 0.967 | 4.909 | 1 | 0.088 | 1 |
| 0.97 | 5.13 | 1 | 0.088 | 1 |
| 0.972 | 5.352 | 1 | 0.088 | 1 |
| 0.975 | 5.574 | 1 | 0.088 | 1 |
| 0.977 | 5.794 | 1 | 0.088 | 1 |
| 0.98 | 6.007 | 1 | 0.088 | 1 |
| 0.982 | 6.211 | 1 | 0.088 | 1 |
| 0.985 | 6.401 | 1 | 0.088 | 1 |
| 0.987 | 6.574 | 1 | 0.088 | 1 |
| 0.99 | 6.725 | 1 | 0.088 | 1 |
| 0.992 | 6.849 | 1 | 0.088 | 1 |
| 0.995 | 6.941 | 1 | 0.088 | 1 |
| 0.997 | 6.998 | 1 | 0.088 | 1 |
| 1 | 7.013 | 1 | 0.088 | 1 |
(b) Aggregate labor income
| theta_Y | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.613 | 0.857 | 0.061 | 1 |
| 0.02 | 0.625 | 0.857 | 0.061 | 1 |
| 0.041 | 0.637 | 0.857 | 0.061 | 1 |
| 0.061 | 0.649 | 0.857 | 0.061 | 1 |
| 0.082 | 0.66 | 0.857 | 0.061 | 1 |
| 0.102 | 0.672 | 0.857 | 0.061 | 1 |
| 0.122 | 0.683 | 0.857 | 0.061 | 1 |
| 0.143 | 0.694 | 0.857 | 0.061 | 1 |
| 0.163 | 0.704 | 0.857 | 0.061 | 1 |
| 0.184 | 0.715 | 0.857 | 0.061 | 1 |
| 0.204 | 0.725 | 0.857 | 0.061 | 1 |
| 0.224 | 0.735 | 0.857 | 0.061 | 1 |
| 0.245 | 0.746 | 0.857 | 0.061 | 1 |
| 0.265 | 0.756 | 0.857 | 0.061 | 1 |
| 0.286 | 0.766 | 0.857 | 0.061 | 1 |
| 0.306 | 0.777 | 0.857 | 0.061 | 1 |
| 0.327 | 0.788 | 0.857 | 0.061 | 1 |
| 0.347 | 0.799 | 0.857 | 0.061 | 1 |
| 0.367 | 0.811 | 0.857 | 0.061 | 1 |
| 0.388 | 0.823 | 0.857 | 0.061 | 1 |
| 0.408 | 0.836 | 0.857 | 0.061 | 1 |
| 0.429 | 0.85 | 0.857 | 0.061 | 1 |
| 0.449 | 0.864 | 0.857 | 0.061 | 1 |
| 0.469 | 0.88 | 0.857 | 0.061 | 1 |
| 0.49 | 0.898 | 0.857 | 0.061 | 1 |
| 0.51 | 0.917 | 0.857 | 0.061 | 1 |
| 0.531 | 0.938 | 0.857 | 0.061 | 1 |
| 0.551 | 0.961 | 0.857 | 0.061 | 1 |
| 0.571 | 0.986 | 0.857 | 0.061 | 1 |
| 0.592 | 1.013 | 0.857 | 0.061 | 1 |
| 0.612 | 1.043 | 0.857 | 0.061 | 1 |
| 0.633 | 1.075 | 0.857 | 0.061 | 1 |
| 0.653 | 1.111 | 0.857 | 0.061 | 1 |
| 0.673 | 1.148 | 0.857 | 0.061 | 1 |
| 0.694 | 1.188 | 0.857 | 0.061 | 1 |
| 0.714 | 1.231 | 0.857 | 0.061 | 1 |
| 0.735 | 1.274 | 0.857 | 0.061 | 1 |
| 0.755 | 1.318 | 0.857 | 0.061 | 1 |
| 0.776 | 1.361 | 0.857 | 0.061 | 1 |
| 0.796 | 1.4 | 0.857 | 0.061 | 1 |
| 0.816 | 1.435 | 0.857 | 0.061 | 1 |
| 0.837 | 1.462 | 0.857 | 0.061 | 1 |
| 0.857 | 1.477 | 0.857 | 0.061 | 1 |
| 0.878 | 1.476 | 0.857 | 0.061 | 1 |
| 0.898 | 1.456 | 0.857 | 0.061 | 1 |
| 0.918 | 1.411 | 0.857 | 0.061 | 1 |
| 0.939 | 1.339 | 0.857 | 0.061 | 1 |
| 0.959 | 1.235 | 0.857 | 0.061 | 1 |
| 0.98 | 1.1 | 0.857 | 0.061 | 1 |
| 1 | 0.939 | 0.857 | 0.061 | 1 |
Figure 29: Comparison of consumption path: Mertens and Ravn (2011)
shock
| Quarter | Empirical | Empirical_90CI_Upper | Empirical_90CI_Lower | Model_Sticky_Y_and_R | Model_Sticky_Y_only | Model_Sticky_R_only | Model_FIRE |
|---|---|---|---|---|---|---|---|
| 0 | 0.076 | 0.18 | -0.027 | 0.082 | -0.044 | 0.227 | 0.101 |
| 1 | 0.128 | 0.274 | -0.019 | 0.105 | -0.045 | 0.223 | 0.074 |
| 2 | 0.175 | 0.352 | -0.002 | 0.186 | 0.03 | 0.272 | 0.116 |
| 3 | 0.198 | 0.408 | -0.012 | 0.248 | 0.101 | 0.305 | 0.158 |
| 4 | 0.27 | 0.504 | 0.036 | 0.311 | 0.166 | 0.342 | 0.196 |
| 5 | 0.37 | 0.625 | 0.115 | 0.362 | 0.217 | 0.368 | 0.224 |
| 6 | 0.376 | 0.653 | 0.098 | 0.367 | 0.233 | 0.36 | 0.225 |
| 7 | 0.427 | 0.727 | 0.127 | 0.347 | 0.245 | 0.333 | 0.231 |
| 8 | 0.398 | 0.718 | 0.077 | 0.347 | 0.275 | 0.328 | 0.256 |
| 9 | 0.386 | 0.723 | 0.048 | 0.326 | 0.294 | 0.305 | 0.274 |
| 10 | 0.287 | 0.634 | -0.061 | 0.298 | 0.3 | 0.278 | 0.281 |
| 11 | 0.27 | 0.632 | -0.093 | 0.303 | 0.351 | 0.282 | 0.331 |
| 12 | 0.255 | 0.634 | -0.125 | 0.265 | 0.374 | 0.246 | 0.355 |
| 13 | 0.284 | 0.676 | -0.108 | 0.246 | 0.38 | 0.228 | 0.362 |
| 14 | 0.283 | 0.686 | -0.12 | 0.238 | 0.46 | 0.222 | 0.443 |
| 15 | 0.213 | 0.626 | -0.2 | 0.212 | 0.497 | 0.197 | 0.482 |
Figure 30: Impulse responses to Leeper, Richter, and Walker (2012)
shock
| Quarter | C_IRF | C_SE | C_90CI_Upper | C_90CI_Lower | Y_earned_IRF | Y_earned_SE | Y_earned_90CI_Upper | Y_earned_90CI_Lower | R_IRF | R_SE | R_90CI_Upper | R_90CI_Lower | S_IRF | S_SE | S_90CI_Upper | S_90CI_Lower |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -0.061 | 0.314 | 0.455 | -0.578 | -0.056 | 0.681 | 1.064 | -1.176 | 0.651 | 0.393 | 1.297 | 0.006 | -22.992 | 9.235 | -7.8 | -38.184 |
| 1 | -0.153 | 0.441 | 0.572 | -0.879 | -0.431 | 0.758 | 0.817 | -1.678 | 1.105 | 0.504 | 1.933 | 0.276 | -9.153 | 8.998 | 5.649 | -23.954 |
| 2 | -0.09 | 0.526 | 0.776 | -0.956 | -0.008 | 0.838 | 1.37 | -1.386 | 1.09 | 0.514 | 1.937 | 0.244 | -15.76 | 9.073 | -0.834 | -30.685 |
| 3 | -0.05 | 0.626 | 0.98 | -1.08 | -0.219 | 1.208 | 1.768 | -2.207 | 1.872 | 0.549 | 2.774 | 0.969 | -16.156 | 9.496 | -0.536 | -31.776 |
| 4 | -0.075 | 0.697 | 1.071 | -1.222 | 0.101 | 1.312 | 2.259 | -2.056 | 1.467 | 0.605 | 2.462 | 0.472 | -14.31 | 9.209 | 0.839 | -29.458 |
| 5 | 0.156 | 0.763 | 1.411 | -1.099 | -0.34 | 1.328 | 1.844 | -2.525 | 1.596 | 0.653 | 2.671 | 0.522 | -6.927 | 9.546 | 8.776 | -22.631 |
| 6 | 0.031 | 0.825 | 1.389 | -1.327 | 0.167 | 1.388 | 2.451 | -2.117 | 1.987 | 0.668 | 3.085 | 0.888 | -17.178 | 9.433 | -1.66 | -32.696 |
| 7 | -0.035 | 0.897 | 1.44 | -1.511 | 0.153 | 1.395 | 2.448 | -2.142 | 1.631 | 0.678 | 2.745 | 0.516 | -0.995 | 9.079 | 13.939 | -15.929 |
| 8 | -0.17 | 0.947 | 1.388 | -1.728 | -0.25 | 1.394 | 2.042 | -2.543 | 1.732 | 0.693 | 2.872 | 0.593 | -12.48 | 8.803 | 2.001 | -26.961 |
| 9 | -0.009 | 0.999 | 1.634 | -1.653 | -0.395 | 1.43 | 1.958 | -2.748 | 1.508 | 0.706 | 2.67 | 0.346 | 3.311 | 8.62 | 17.491 | -10.869 |
| 10 | 0.263 | 1.031 | 1.959 | -1.433 | 0.225 | 1.491 | 2.677 | -2.227 | 1.336 | 0.703 | 2.492 | 0.18 | -8.976 | 9.13 | 6.042 | -23.994 |
| 11 | 0.569 | 1.082 | 2.35 | -1.211 | 0.083 | 1.518 | 2.581 | -2.414 | 1.414 | 0.703 | 2.57 | 0.258 | -1.413 | 9.481 | 14.184 | -17.009 |
| 12 | 0.726 | 1.14 | 2.601 | -1.15 | 0.291 | 1.564 | 2.863 | -2.282 | 1.498 | 0.71 | 2.666 | 0.331 | -14.516 | 9.144 | 0.525 | -29.558 |
| 13 | 0.864 | 1.187 | 2.816 | -1.089 | 0.192 | 1.598 | 2.821 | -2.436 | 1.461 | 0.694 | 2.603 | 0.318 | -22.743 | 8.607 | -8.585 | -36.902 |
| 14 | 0.85 | 1.229 | 2.872 | -1.172 | 0.324 | 1.637 | 3.017 | -2.368 | 1.826 | 0.665 | 2.92 | 0.732 | -20.428 | 9.036 | -5.564 | -35.292 |
| 15 | 0.599 | 1.262 | 2.674 | -1.476 | -0.23 | 1.468 | 2.186 | -2.645 | 1.614 | 0.654 | 2.69 | 0.539 | -13.222 | 8.664 | 1.03 | -27.474 |
Figure 31:
(a) Interest rate
(b) Aggregate labor income
(a) Interest rate
| theta_R | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.006 | 1 | 0.702 | 1 |
| 0.003 | 0.006 | 1 | 0.702 | 1 |
| 0.005 | 0.006 | 1 | 0.702 | 1 |
| 0.008 | 0.006 | 1 | 0.702 | 1 |
| 0.01 | 0.007 | 1 | 0.702 | 1 |
| 0.013 | 0.007 | 1 | 0.702 | 1 |
| 0.015 | 0.007 | 1 | 0.702 | 1 |
| 0.018 | 0.007 | 1 | 0.702 | 1 |
| 0.02 | 0.007 | 1 | 0.702 | 1 |
| 0.023 | 0.007 | 1 | 0.702 | 1 |
| 0.025 | 0.008 | 1 | 0.702 | 1 |
| 0.028 | 0.008 | 1 | 0.702 | 1 |
| 0.03 | 0.008 | 1 | 0.702 | 1 |
| 0.033 | 0.008 | 1 | 0.702 | 1 |
| 0.035 | 0.008 | 1 | 0.702 | 1 |
| 0.038 | 0.008 | 1 | 0.702 | 1 |
| 0.04 | 0.009 | 1 | 0.702 | 1 |
| 0.043 | 0.009 | 1 | 0.702 | 1 |
| 0.045 | 0.009 | 1 | 0.702 | 1 |
| 0.048 | 0.009 | 1 | 0.702 | 1 |
| 0.05 | 0.009 | 1 | 0.702 | 1 |
| 0.053 | 0.01 | 1 | 0.702 | 1 |
| 0.055 | 0.01 | 1 | 0.702 | 1 |
| 0.058 | 0.01 | 1 | 0.702 | 1 |
| 0.06 | 0.01 | 1 | 0.702 | 1 |
| 0.063 | 0.01 | 1 | 0.702 | 1 |
| 0.065 | 0.011 | 1 | 0.702 | 1 |
| 0.068 | 0.011 | 1 | 0.702 | 1 |
| 0.07 | 0.011 | 1 | 0.702 | 1 |
| 0.073 | 0.011 | 1 | 0.702 | 1 |
| 0.075 | 0.012 | 1 | 0.702 | 1 |
| 0.078 | 0.012 | 1 | 0.702 | 1 |
| 0.08 | 0.012 | 1 | 0.702 | 1 |
| 0.083 | 0.012 | 1 | 0.702 | 1 |
| 0.085 | 0.013 | 1 | 0.702 | 1 |
| 0.088 | 0.013 | 1 | 0.702 | 1 |
| 0.09 | 0.013 | 1 | 0.702 | 1 |
| 0.093 | 0.013 | 1 | 0.702 | 1 |
| 0.095 | 0.014 | 1 | 0.702 | 1 |
| 0.098 | 0.014 | 1 | 0.702 | 1 |
| 0.1 | 0.014 | 1 | 0.702 | 1 |
| 0.103 | 0.014 | 1 | 0.702 | 1 |
| 0.105 | 0.015 | 1 | 0.702 | 1 |
| 0.108 | 0.015 | 1 | 0.702 | 1 |
| 0.11 | 0.015 | 1 | 0.702 | 1 |
| 0.113 | 0.015 | 1 | 0.702 | 1 |
| 0.115 | 0.016 | 1 | 0.702 | 1 |
| 0.118 | 0.016 | 1 | 0.702 | 1 |
| 0.12 | 0.016 | 1 | 0.702 | 1 |
| 0.123 | 0.017 | 1 | 0.702 | 1 |
| 0.125 | 0.017 | 1 | 0.702 | 1 |
| 0.128 | 0.017 | 1 | 0.702 | 1 |
| 0.13 | 0.017 | 1 | 0.702 | 1 |
| 0.133 | 0.018 | 1 | 0.702 | 1 |
| 0.135 | 0.018 | 1 | 0.702 | 1 |
| 0.138 | 0.018 | 1 | 0.702 | 1 |
| 0.14 | 0.019 | 1 | 0.702 | 1 |
| 0.143 | 0.019 | 1 | 0.702 | 1 |
| 0.145 | 0.019 | 1 | 0.702 | 1 |
| 0.148 | 0.02 | 1 | 0.702 | 1 |
| 0.15 | 0.02 | 1 | 0.702 | 1 |
| 0.153 | 0.02 | 1 | 0.702 | 1 |
| 0.155 | 0.021 | 1 | 0.702 | 1 |
| 0.158 | 0.021 | 1 | 0.702 | 1 |
| 0.16 | 0.021 | 1 | 0.702 | 1 |
| 0.163 | 0.022 | 1 | 0.702 | 1 |
| 0.165 | 0.022 | 1 | 0.702 | 1 |
| 0.168 | 0.022 | 1 | 0.702 | 1 |
| 0.17 | 0.023 | 1 | 0.702 | 1 |
| 0.173 | 0.023 | 1 | 0.702 | 1 |
| 0.175 | 0.023 | 1 | 0.702 | 1 |
| 0.178 | 0.024 | 1 | 0.702 | 1 |
| 0.18 | 0.024 | 1 | 0.702 | 1 |
| 0.183 | 0.024 | 1 | 0.702 | 1 |
| 0.185 | 0.025 | 1 | 0.702 | 1 |
| 0.188 | 0.025 | 1 | 0.702 | 1 |
| 0.19 | 0.026 | 1 | 0.702 | 1 |
| 0.193 | 0.026 | 1 | 0.702 | 1 |
| 0.195 | 0.026 | 1 | 0.702 | 1 |
| 0.198 | 0.027 | 1 | 0.702 | 1 |
| 0.201 | 0.027 | 1 | 0.702 | 1 |
| 0.203 | 0.027 | 1 | 0.702 | 1 |
| 0.206 | 0.028 | 1 | 0.702 | 1 |
| 0.208 | 0.028 | 1 | 0.702 | 1 |
| 0.211 | 0.029 | 1 | 0.702 | 1 |
| 0.213 | 0.029 | 1 | 0.702 | 1 |
| 0.216 | 0.029 | 1 | 0.702 | 1 |
| 0.218 | 0.03 | 1 | 0.702 | 1 |
| 0.221 | 0.03 | 1 | 0.702 | 1 |
| 0.223 | 0.031 | 1 | 0.702 | 1 |
| 0.226 | 0.031 | 1 | 0.702 | 1 |
| 0.228 | 0.032 | 1 | 0.702 | 1 |
| 0.231 | 0.032 | 1 | 0.702 | 1 |
| 0.233 | 0.032 | 1 | 0.702 | 1 |
| 0.236 | 0.033 | 1 | 0.702 | 1 |
| 0.238 | 0.033 | 1 | 0.702 | 1 |
| 0.241 | 0.034 | 1 | 0.702 | 1 |
| 0.243 | 0.034 | 1 | 0.702 | 1 |
| 0.246 | 0.035 | 1 | 0.702 | 1 |
| 0.248 | 0.035 | 1 | 0.702 | 1 |
| 0.251 | 0.035 | 1 | 0.702 | 1 |
| 0.253 | 0.036 | 1 | 0.702 | 1 |
| 0.256 | 0.036 | 1 | 0.702 | 1 |
| 0.258 | 0.037 | 1 | 0.702 | 1 |
| 0.261 | 0.037 | 1 | 0.702 | 1 |
| 0.263 | 0.038 | 1 | 0.702 | 1 |
| 0.266 | 0.038 | 1 | 0.702 | 1 |
| 0.268 | 0.039 | 1 | 0.702 | 1 |
| 0.271 | 0.039 | 1 | 0.702 | 1 |
| 0.273 | 0.04 | 1 | 0.702 | 1 |
| 0.276 | 0.04 | 1 | 0.702 | 1 |
| 0.278 | 0.041 | 1 | 0.702 | 1 |
| 0.281 | 0.041 | 1 | 0.702 | 1 |
| 0.283 | 0.042 | 1 | 0.702 | 1 |
| 0.286 | 0.042 | 1 | 0.702 | 1 |
| 0.288 | 0.043 | 1 | 0.702 | 1 |
| 0.291 | 0.043 | 1 | 0.702 | 1 |
| 0.293 | 0.044 | 1 | 0.702 | 1 |
| 0.296 | 0.044 | 1 | 0.702 | 1 |
| 0.298 | 0.045 | 1 | 0.702 | 1 |
| 0.301 | 0.045 | 1 | 0.702 | 1 |
| 0.303 | 0.046 | 1 | 0.702 | 1 |
| 0.306 | 0.046 | 1 | 0.702 | 1 |
| 0.308 | 0.047 | 1 | 0.702 | 1 |
| 0.311 | 0.047 | 1 | 0.702 | 1 |
| 0.313 | 0.048 | 1 | 0.702 | 1 |
| 0.316 | 0.048 | 1 | 0.702 | 1 |
| 0.318 | 0.049 | 1 | 0.702 | 1 |
| 0.321 | 0.049 | 1 | 0.702 | 1 |
| 0.323 | 0.05 | 1 | 0.702 | 1 |
| 0.326 | 0.05 | 1 | 0.702 | 1 |
| 0.328 | 0.051 | 1 | 0.702 | 1 |
| 0.331 | 0.051 | 1 | 0.702 | 1 |
| 0.333 | 0.052 | 1 | 0.702 | 1 |
| 0.336 | 0.052 | 1 | 0.702 | 1 |
| 0.338 | 0.053 | 1 | 0.702 | 1 |
| 0.341 | 0.054 | 1 | 0.702 | 1 |
| 0.343 | 0.054 | 1 | 0.702 | 1 |
| 0.346 | 0.055 | 1 | 0.702 | 1 |
| 0.348 | 0.055 | 1 | 0.702 | 1 |
| 0.351 | 0.056 | 1 | 0.702 | 1 |
| 0.353 | 0.056 | 1 | 0.702 | 1 |
| 0.356 | 0.057 | 1 | 0.702 | 1 |
| 0.358 | 0.057 | 1 | 0.702 | 1 |
| 0.361 | 0.058 | 1 | 0.702 | 1 |
| 0.363 | 0.059 | 1 | 0.702 | 1 |
| 0.366 | 0.059 | 1 | 0.702 | 1 |
| 0.368 | 0.06 | 1 | 0.702 | 1 |
| 0.371 | 0.06 | 1 | 0.702 | 1 |
| 0.373 | 0.061 | 1 | 0.702 | 1 |
| 0.376 | 0.062 | 1 | 0.702 | 1 |
| 0.378 | 0.062 | 1 | 0.702 | 1 |
| 0.381 | 0.063 | 1 | 0.702 | 1 |
| 0.383 | 0.063 | 1 | 0.702 | 1 |
| 0.386 | 0.064 | 1 | 0.702 | 1 |
| 0.388 | 0.065 | 1 | 0.702 | 1 |
| 0.391 | 0.065 | 1 | 0.702 | 1 |
| 0.393 | 0.066 | 1 | 0.702 | 1 |
| 0.396 | 0.066 | 1 | 0.702 | 1 |
| 0.398 | 0.067 | 1 | 0.702 | 1 |
| 0.401 | 0.068 | 1 | 0.702 | 1 |
| 0.404 | 0.068 | 1 | 0.702 | 1 |
| 0.406 | 0.069 | 1 | 0.702 | 1 |
| 0.409 | 0.07 | 1 | 0.702 | 1 |
| 0.411 | 0.07 | 1 | 0.702 | 1 |
| 0.414 | 0.071 | 1 | 0.702 | 1 |
| 0.416 | 0.071 | 1 | 0.702 | 1 |
| 0.419 | 0.072 | 1 | 0.702 | 1 |
| 0.421 | 0.073 | 1 | 0.702 | 1 |
| 0.424 | 0.073 | 1 | 0.702 | 1 |
| 0.426 | 0.074 | 1 | 0.702 | 1 |
| 0.429 | 0.075 | 1 | 0.702 | 1 |
| 0.431 | 0.075 | 1 | 0.702 | 1 |
| 0.434 | 0.076 | 1 | 0.702 | 1 |
| 0.436 | 0.077 | 1 | 0.702 | 1 |
| 0.439 | 0.077 | 1 | 0.702 | 1 |
| 0.441 | 0.078 | 1 | 0.702 | 1 |
| 0.444 | 0.079 | 1 | 0.702 | 1 |
| 0.446 | 0.08 | 1 | 0.702 | 1 |
| 0.449 | 0.08 | 1 | 0.702 | 1 |
| 0.451 | 0.081 | 1 | 0.702 | 1 |
| 0.454 | 0.082 | 1 | 0.702 | 1 |
| 0.456 | 0.082 | 1 | 0.702 | 1 |
| 0.459 | 0.083 | 1 | 0.702 | 1 |
| 0.461 | 0.084 | 1 | 0.702 | 1 |
| 0.464 | 0.085 | 1 | 0.702 | 1 |
| 0.466 | 0.085 | 1 | 0.702 | 1 |
| 0.469 | 0.086 | 1 | 0.702 | 1 |
| 0.471 | 0.087 | 1 | 0.702 | 1 |
| 0.474 | 0.088 | 1 | 0.702 | 1 |
| 0.476 | 0.088 | 1 | 0.702 | 1 |
| 0.479 | 0.089 | 1 | 0.702 | 1 |
| 0.481 | 0.09 | 1 | 0.702 | 1 |
| 0.484 | 0.091 | 1 | 0.702 | 1 |
| 0.486 | 0.092 | 1 | 0.702 | 1 |
| 0.489 | 0.092 | 1 | 0.702 | 1 |
| 0.491 | 0.093 | 1 | 0.702 | 1 |
| 0.494 | 0.094 | 1 | 0.702 | 1 |
| 0.496 | 0.095 | 1 | 0.702 | 1 |
| 0.499 | 0.096 | 1 | 0.702 | 1 |
| 0.501 | 0.096 | 1 | 0.702 | 1 |
| 0.504 | 0.097 | 1 | 0.702 | 1 |
| 0.506 | 0.098 | 1 | 0.702 | 1 |
| 0.509 | 0.099 | 1 | 0.702 | 1 |
| 0.511 | 0.1 | 1 | 0.702 | 1 |
| 0.514 | 0.101 | 1 | 0.702 | 1 |
| 0.516 | 0.102 | 1 | 0.702 | 1 |
| 0.519 | 0.103 | 1 | 0.702 | 1 |
| 0.521 | 0.103 | 1 | 0.702 | 1 |
| 0.524 | 0.104 | 1 | 0.702 | 1 |
| 0.526 | 0.105 | 1 | 0.702 | 1 |
| 0.529 | 0.106 | 1 | 0.702 | 1 |
| 0.531 | 0.107 | 1 | 0.702 | 1 |
| 0.534 | 0.108 | 1 | 0.702 | 1 |
| 0.536 | 0.109 | 1 | 0.702 | 1 |
| 0.539 | 0.11 | 1 | 0.702 | 1 |
| 0.541 | 0.111 | 1 | 0.702 | 1 |
| 0.544 | 0.112 | 1 | 0.702 | 1 |
| 0.546 | 0.113 | 1 | 0.702 | 1 |
| 0.549 | 0.114 | 1 | 0.702 | 1 |
| 0.551 | 0.115 | 1 | 0.702 | 1 |
| 0.554 | 0.116 | 1 | 0.702 | 1 |
| 0.556 | 0.117 | 1 | 0.702 | 1 |
| 0.559 | 0.118 | 1 | 0.702 | 1 |
| 0.561 | 0.12 | 1 | 0.702 | 1 |
| 0.564 | 0.121 | 1 | 0.702 | 1 |
| 0.566 | 0.122 | 1 | 0.702 | 1 |
| 0.569 | 0.123 | 1 | 0.702 | 1 |
| 0.571 | 0.124 | 1 | 0.702 | 1 |
| 0.574 | 0.125 | 1 | 0.702 | 1 |
| 0.576 | 0.127 | 1 | 0.702 | 1 |
| 0.579 | 0.128 | 1 | 0.702 | 1 |
| 0.581 | 0.129 | 1 | 0.702 | 1 |
| 0.584 | 0.13 | 1 | 0.702 | 1 |
| 0.586 | 0.132 | 1 | 0.702 | 1 |
| 0.589 | 0.133 | 1 | 0.702 | 1 |
| 0.591 | 0.134 | 1 | 0.702 | 1 |
| 0.594 | 0.136 | 1 | 0.702 | 1 |
| 0.596 | 0.137 | 1 | 0.702 | 1 |
| 0.599 | 0.138 | 1 | 0.702 | 1 |
| 0.602 | 0.14 | 1 | 0.702 | 1 |
| 0.604 | 0.141 | 1 | 0.702 | 1 |
| 0.607 | 0.143 | 1 | 0.702 | 1 |
| 0.609 | 0.144 | 1 | 0.702 | 1 |
| 0.612 | 0.146 | 1 | 0.702 | 1 |
| 0.614 | 0.147 | 1 | 0.702 | 1 |
| 0.617 | 0.149 | 1 | 0.702 | 1 |
| 0.619 | 0.15 | 1 | 0.702 | 1 |
| 0.622 | 0.152 | 1 | 0.702 | 1 |
| 0.624 | 0.154 | 1 | 0.702 | 1 |
| 0.627 | 0.155 | 1 | 0.702 | 1 |
| 0.629 | 0.157 | 1 | 0.702 | 1 |
| 0.632 | 0.159 | 1 | 0.702 | 1 |
| 0.634 | 0.161 | 1 | 0.702 | 1 |
| 0.637 | 0.163 | 1 | 0.702 | 1 |
| 0.639 | 0.164 | 1 | 0.702 | 1 |
| 0.642 | 0.166 | 1 | 0.702 | 1 |
| 0.644 | 0.168 | 1 | 0.702 | 1 |
| 0.647 | 0.17 | 1 | 0.702 | 1 |
| 0.649 | 0.172 | 1 | 0.702 | 1 |
| 0.652 | 0.174 | 1 | 0.702 | 1 |
| 0.654 | 0.176 | 1 | 0.702 | 1 |
| 0.657 | 0.179 | 1 | 0.702 | 1 |
| 0.659 | 0.181 | 1 | 0.702 | 1 |
| 0.662 | 0.183 | 1 | 0.702 | 1 |
| 0.664 | 0.185 | 1 | 0.702 | 1 |
| 0.667 | 0.188 | 1 | 0.702 | 1 |
| 0.669 | 0.19 | 1 | 0.702 | 1 |
| 0.672 | 0.193 | 1 | 0.702 | 1 |
| 0.674 | 0.195 | 1 | 0.702 | 1 |
| 0.677 | 0.198 | 1 | 0.702 | 1 |
| 0.679 | 0.201 | 1 | 0.702 | 1 |
| 0.682 | 0.203 | 1 | 0.702 | 1 |
| 0.684 | 0.206 | 1 | 0.702 | 1 |
| 0.687 | 0.209 | 1 | 0.702 | 1 |
| 0.689 | 0.212 | 1 | 0.702 | 1 |
| 0.692 | 0.215 | 1 | 0.702 | 1 |
| 0.694 | 0.218 | 1 | 0.702 | 1 |
| 0.697 | 0.221 | 1 | 0.702 | 1 |
| 0.699 | 0.225 | 1 | 0.702 | 1 |
| 0.702 | 0.228 | 1 | 0.702 | 1 |
| 0.704 | 0.232 | 1 | 0.702 | 1 |
| 0.707 | 0.235 | 1 | 0.702 | 1 |
| 0.709 | 0.239 | 1 | 0.702 | 1 |
| 0.712 | 0.243 | 1 | 0.702 | 1 |
| 0.714 | 0.247 | 1 | 0.702 | 1 |
| 0.717 | 0.251 | 1 | 0.702 | 1 |
| 0.719 | 0.255 | 1 | 0.702 | 1 |
| 0.722 | 0.259 | 1 | 0.702 | 1 |
| 0.724 | 0.263 | 1 | 0.702 | 1 |
| 0.727 | 0.268 | 1 | 0.702 | 1 |
| 0.729 | 0.273 | 1 | 0.702 | 1 |
| 0.732 | 0.277 | 1 | 0.702 | 1 |
| 0.734 | 0.282 | 1 | 0.702 | 1 |
| 0.737 | 0.287 | 1 | 0.702 | 1 |
| 0.739 | 0.293 | 1 | 0.702 | 1 |
| 0.742 | 0.298 | 1 | 0.702 | 1 |
| 0.744 | 0.304 | 1 | 0.702 | 1 |
| 0.747 | 0.31 | 1 | 0.702 | 1 |
| 0.749 | 0.316 | 1 | 0.702 | 1 |
| 0.752 | 0.322 | 1 | 0.702 | 1 |
| 0.754 | 0.328 | 1 | 0.702 | 1 |
| 0.757 | 0.335 | 1 | 0.702 | 1 |
| 0.759 | 0.342 | 1 | 0.702 | 1 |
| 0.762 | 0.349 | 1 | 0.702 | 1 |
| 0.764 | 0.357 | 1 | 0.702 | 1 |
| 0.767 | 0.364 | 1 | 0.702 | 1 |
| 0.769 | 0.372 | 1 | 0.702 | 1 |
| 0.772 | 0.381 | 1 | 0.702 | 1 |
| 0.774 | 0.389 | 1 | 0.702 | 1 |
| 0.777 | 0.398 | 1 | 0.702 | 1 |
| 0.779 | 0.408 | 1 | 0.702 | 1 |
| 0.782 | 0.417 | 1 | 0.702 | 1 |
| 0.784 | 0.427 | 1 | 0.702 | 1 |
| 0.787 | 0.438 | 1 | 0.702 | 1 |
| 0.789 | 0.449 | 1 | 0.702 | 1 |
| 0.792 | 0.46 | 1 | 0.702 | 1 |
| 0.794 | 0.472 | 1 | 0.702 | 1 |
| 0.797 | 0.484 | 1 | 0.702 | 1 |
| 0.799 | 0.497 | 1 | 0.702 | 1 |
| 0.802 | 0.511 | 1 | 0.702 | 1 |
| 0.805 | 0.525 | 1 | 0.702 | 1 |
| 0.807 | 0.539 | 1 | 0.702 | 1 |
| 0.81 | 0.555 | 1 | 0.702 | 1 |
| 0.812 | 0.571 | 1 | 0.702 | 1 |
| 0.815 | 0.588 | 1 | 0.702 | 1 |
| 0.817 | 0.605 | 1 | 0.702 | 1 |
| 0.82 | 0.624 | 1 | 0.702 | 1 |
| 0.822 | 0.643 | 1 | 0.702 | 1 |
| 0.825 | 0.663 | 1 | 0.702 | 1 |
| 0.827 | 0.684 | 1 | 0.702 | 1 |
| 0.83 | 0.707 | 1 | 0.702 | 1 |
| 0.832 | 0.73 | 1 | 0.702 | 1 |
| 0.835 | 0.754 | 1 | 0.702 | 1 |
| 0.837 | 0.78 | 1 | 0.702 | 1 |
| 0.84 | 0.808 | 1 | 0.702 | 1 |
| 0.842 | 0.836 | 1 | 0.702 | 1 |
| 0.845 | 0.866 | 1 | 0.702 | 1 |
| 0.847 | 0.898 | 1 | 0.702 | 1 |
| 0.85 | 0.932 | 1 | 0.702 | 1 |
| 0.852 | 0.967 | 1 | 0.702 | 1 |
| 0.855 | 1.004 | 1 | 0.702 | 1 |
| 0.857 | 1.044 | 1 | 0.702 | 1 |
| 0.86 | 1.086 | 1 | 0.702 | 1 |
| 0.862 | 1.13 | 1 | 0.702 | 1 |
| 0.865 | 1.176 | 1 | 0.702 | 1 |
| 0.867 | 1.226 | 1 | 0.702 | 1 |
| 0.87 | 1.278 | 1 | 0.702 | 1 |
| 0.872 | 1.334 | 1 | 0.702 | 1 |
| 0.875 | 1.393 | 1 | 0.702 | 1 |
| 0.877 | 1.455 | 1 | 0.702 | 1 |
| 0.88 | 1.522 | 1 | 0.702 | 1 |
| 0.882 | 1.593 | 1 | 0.702 | 1 |
| 0.885 | 1.668 | 1 | 0.702 | 1 |
| 0.887 | 1.748 | 1 | 0.702 | 1 |
| 0.89 | 1.833 | 1 | 0.702 | 1 |
| 0.892 | 1.923 | 1 | 0.702 | 1 |
| 0.895 | 2.02 | 1 | 0.702 | 1 |
| 0.897 | 2.122 | 1 | 0.702 | 1 |
| 0.9 | 2.232 | 1 | 0.702 | 1 |
| 0.902 | 2.349 | 1 | 0.702 | 1 |
| 0.905 | 2.474 | 1 | 0.702 | 1 |
| 0.907 | 2.607 | 1 | 0.702 | 1 |
| 0.91 | 2.749 | 1 | 0.702 | 1 |
| 0.912 | 2.901 | 1 | 0.702 | 1 |
| 0.915 | 3.063 | 1 | 0.702 | 1 |
| 0.917 | 3.237 | 1 | 0.702 | 1 |
| 0.92 | 3.422 | 1 | 0.702 | 1 |
| 0.922 | 3.619 | 1 | 0.702 | 1 |
| 0.925 | 3.83 | 1 | 0.702 | 1 |
| 0.927 | 4.055 | 1 | 0.702 | 1 |
| 0.93 | 4.295 | 1 | 0.702 | 1 |
| 0.932 | 4.551 | 1 | 0.702 | 1 |
| 0.935 | 4.824 | 1 | 0.702 | 1 |
| 0.937 | 5.115 | 1 | 0.702 | 1 |
| 0.94 | 5.424 | 1 | 0.702 | 1 |
| 0.942 | 5.752 | 1 | 0.702 | 1 |
| 0.945 | 6.1 | 1 | 0.702 | 1 |
| 0.947 | 6.469 | 1 | 0.702 | 1 |
| 0.95 | 6.858 | 1 | 0.702 | 1 |
| 0.952 | 7.269 | 1 | 0.702 | 1 |
| 0.955 | 7.701 | 1 | 0.702 | 1 |
| 0.957 | 8.153 | 1 | 0.702 | 1 |
| 0.96 | 8.626 | 1 | 0.702 | 1 |
| 0.962 | 9.118 | 1 | 0.702 | 1 |
| 0.965 | 9.627 | 1 | 0.702 | 1 |
| 0.967 | 10.151 | 1 | 0.702 | 1 |
| 0.97 | 10.688 | 1 | 0.702 | 1 |
| 0.972 | 11.233 | 1 | 0.702 | 1 |
| 0.975 | 11.783 | 1 | 0.702 | 1 |
| 0.977 | 12.332 | 1 | 0.702 | 1 |
| 0.98 | 12.873 | 1 | 0.702 | 1 |
| 0.982 | 13.402 | 1 | 0.702 | 1 |
| 0.985 | 13.908 | 1 | 0.702 | 1 |
| 0.987 | 14.385 | 1 | 0.702 | 1 |
| 0.99 | 14.823 | 1 | 0.702 | 1 |
| 0.992 | 15.213 | 1 | 0.702 | 1 |
| 0.995 | 15.545 | 1 | 0.702 | 1 |
| 0.997 | 15.81 | 1 | 0.702 | 1 |
| 1 | 16 | 1 | 0.702 | 1 |
(b) Aggregate labor income
| theta_Y | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.792 | 0.776 | 0.061 | 1 |
| 0.02 | 0.798 | 0.776 | 0.061 | 1 |
| 0.041 | 0.805 | 0.776 | 0.061 | 1 |
| 0.061 | 0.812 | 0.776 | 0.061 | 1 |
| 0.082 | 0.818 | 0.776 | 0.061 | 1 |
| 0.102 | 0.825 | 0.776 | 0.061 | 1 |
| 0.122 | 0.832 | 0.776 | 0.061 | 1 |
| 0.143 | 0.839 | 0.776 | 0.061 | 1 |
| 0.163 | 0.846 | 0.776 | 0.061 | 1 |
| 0.184 | 0.853 | 0.776 | 0.061 | 1 |
| 0.204 | 0.86 | 0.776 | 0.061 | 1 |
| 0.224 | 0.868 | 0.776 | 0.061 | 1 |
| 0.245 | 0.876 | 0.776 | 0.061 | 1 |
| 0.265 | 0.885 | 0.776 | 0.061 | 1 |
| 0.286 | 0.893 | 0.776 | 0.061 | 1 |
| 0.306 | 0.902 | 0.776 | 0.061 | 1 |
| 0.327 | 0.912 | 0.776 | 0.061 | 1 |
| 0.347 | 0.922 | 0.776 | 0.061 | 1 |
| 0.367 | 0.932 | 0.776 | 0.061 | 1 |
| 0.388 | 0.943 | 0.776 | 0.061 | 1 |
| 0.408 | 0.954 | 0.776 | 0.061 | 1 |
| 0.429 | 0.966 | 0.776 | 0.061 | 1 |
| 0.449 | 0.978 | 0.776 | 0.061 | 1 |
| 0.469 | 0.99 | 0.776 | 0.061 | 1 |
| 0.49 | 1.003 | 0.776 | 0.061 | 1 |
| 0.51 | 1.015 | 0.776 | 0.061 | 1 |
| 0.531 | 1.028 | 0.776 | 0.061 | 1 |
| 0.551 | 1.042 | 0.776 | 0.061 | 1 |
| 0.571 | 1.054 | 0.776 | 0.061 | 1 |
| 0.592 | 1.067 | 0.776 | 0.061 | 1 |
| 0.612 | 1.08 | 0.776 | 0.061 | 1 |
| 0.633 | 1.091 | 0.776 | 0.061 | 1 |
| 0.653 | 1.103 | 0.776 | 0.061 | 1 |
| 0.673 | 1.113 | 0.776 | 0.061 | 1 |
| 0.694 | 1.122 | 0.776 | 0.061 | 1 |
| 0.714 | 1.129 | 0.776 | 0.061 | 1 |
| 0.735 | 1.135 | 0.776 | 0.061 | 1 |
| 0.755 | 1.139 | 0.776 | 0.061 | 1 |
| 0.776 | 1.141 | 0.776 | 0.061 | 1 |
| 0.796 | 1.141 | 0.776 | 0.061 | 1 |
| 0.816 | 1.138 | 0.776 | 0.061 | 1 |
| 0.837 | 1.132 | 0.776 | 0.061 | 1 |
| 0.857 | 1.123 | 0.776 | 0.061 | 1 |
| 0.878 | 1.109 | 0.776 | 0.061 | 1 |
| 0.898 | 1.091 | 0.776 | 0.061 | 1 |
| 0.918 | 1.067 | 0.776 | 0.061 | 1 |
| 0.939 | 1.037 | 0.776 | 0.061 | 1 |
| 0.959 | 0.996 | 0.776 | 0.061 | 1 |
| 0.98 | 0.942 | 0.776 | 0.061 | 1 |
| 1 | 0.862 | 0.776 | 0.061 | 1 |
Figure 32: Comparison of consumption path: Leeper, Richter, and Walker
(2012) shock
| Quarter | Empirical | Empirical_90CI_Upper | Empirical_90CI_Lower | Model_Sticky_Y_and_R | Model_Sticky_Y_only | Model_Sticky_R_only | Model_FIRE |
|---|---|---|---|---|---|---|---|
| 0 | -0.061 | 0.455 | -0.578 | -0.037 | -2.739 | -0.108 | -2.81 |
| 1 | -0.153 | 0.572 | -0.879 | -0.152 | -2.627 | -0.177 | -2.652 |
| 2 | -0.09 | 0.776 | -0.956 | -0.079 | -2.364 | -0.099 | -2.384 |
| 3 | -0.05 | 0.98 | -1.08 | -0.123 | -2.074 | -0.13 | -2.081 |
| 4 | -0.075 | 1.071 | -1.222 | -0.059 | -1.784 | -0.069 | -1.793 |
| 5 | 0.156 | 1.411 | -1.099 | -0.144 | -1.631 | -0.142 | -1.629 |
| 6 | 0.031 | 1.389 | -1.327 | -0.043 | -1.219 | -0.045 | -1.221 |
| 7 | -0.035 | 1.44 | -1.511 | -0.041 | -0.99 | -0.045 | -0.994 |
| 8 | -0.17 | 1.388 | -1.728 | -0.121 | -0.825 | -0.12 | -0.824 |
| 9 | -0.009 | 1.634 | -1.653 | -0.149 | -0.658 | -0.144 | -0.653 |
| 10 | 0.263 | 1.959 | -1.433 | -0.025 | -0.376 | -0.022 | -0.373 |
| 11 | 0.569 | 2.35 | -1.211 | -0.036 | -0.214 | -0.034 | -0.211 |
| 12 | 0.726 | 2.601 | -1.15 | 0.008 | 0.023 | 0.009 | 0.025 |
| 13 | 0.864 | 2.816 | -1.089 | -0.01 | 0.192 | -0.009 | 0.193 |
| 14 | 0.85 | 2.872 | -1.172 | 0.001 | 0.477 | 0.002 | 0.478 |
| 15 | 0.599 | 2.674 | -1.476 | -0.118 | 0.604 | -0.116 | 0.606 |
Figure 33: Impulse responses to Ben Zeev and Khan (2015)
shock
| Quarter | C_IRF | C_SE | C_90CI_Upper | C_90CI_Lower | Y_earned_IRF | Y_earned_SE | Y_earned_90CI_Upper | Y_earned_90CI_Lower | R_IRF | R_SE | R_90CI_Upper | R_90CI_Lower | S_IRF | S_SE | S_90CI_Upper | S_90CI_Lower |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.228 | 0.06 | 0.327 | 0.129 | 0.253 | 0.14 | 0.483 | 0.023 | 0.08 | 0.081 | 0.214 | -0.054 | 2.199 | 1.875 | 5.283 | -0.885 |
| 1 | 0.418 | 0.083 | 0.554 | 0.282 | 0.361 | 0.157 | 0.619 | 0.102 | 0.323 | 0.102 | 0.49 | 0.156 | -1.996 | 1.841 | 1.032 | -5.025 |
| 2 | 0.48 | 0.099 | 0.644 | 0.317 | 0.433 | 0.175 | 0.721 | 0.145 | 0.317 | 0.106 | 0.491 | 0.143 | 0.095 | 1.841 | 3.123 | -2.933 |
| 3 | 0.639 | 0.118 | 0.834 | 0.444 | 0.379 | 0.249 | 0.789 | -0.031 | 0.388 | 0.115 | 0.577 | 0.199 | -0.428 | 1.925 | 2.738 | -3.594 |
| 4 | 0.651 | 0.135 | 0.872 | 0.43 | 0.577 | 0.269 | 1.02 | 0.134 | 0.427 | 0.124 | 0.631 | 0.223 | -2.784 | 1.846 | 0.252 | -5.82 |
| 5 | 0.677 | 0.151 | 0.925 | 0.429 | 0.551 | 0.273 | 0.999 | 0.102 | 0.376 | 0.136 | 0.6 | 0.152 | -2.921 | 1.908 | 0.217 | -6.059 |
| 6 | 0.572 | 0.168 | 0.848 | 0.296 | 0.487 | 0.285 | 0.955 | 0.019 | 0.414 | 0.143 | 0.649 | 0.179 | -1.809 | 1.922 | 1.353 | -4.972 |
| 7 | 0.551 | 0.186 | 0.857 | 0.246 | 0.497 | 0.286 | 0.968 | 0.026 | 0.374 | 0.147 | 0.615 | 0.132 | -4.149 | 1.748 | -1.273 | -7.025 |
| 8 | 0.53 | 0.199 | 0.858 | 0.202 | 0.334 | 0.288 | 0.807 | -0.14 | 0.32 | 0.152 | 0.57 | 0.069 | -2.651 | 1.812 | 0.329 | -5.631 |
| 9 | 0.491 | 0.212 | 0.839 | 0.143 | 0.356 | 0.297 | 0.845 | -0.134 | 0.194 | 0.159 | 0.456 | -0.067 | -2.657 | 1.768 | 0.251 | -5.566 |
| 10 | 0.416 | 0.217 | 0.773 | 0.058 | 0.387 | 0.31 | 0.896 | -0.123 | 0.177 | 0.161 | 0.442 | -0.088 | -2.582 | 1.869 | 0.493 | -5.657 |
| 11 | 0.361 | 0.227 | 0.734 | -0.012 | 0.448 | 0.315 | 0.966 | -0.069 | 0.234 | 0.162 | 0.501 | -0.032 | -4.32 | 1.899 | -1.196 | -7.444 |
| 12 | 0.442 | 0.237 | 0.832 | 0.051 | 0.552 | 0.321 | 1.079 | 0.024 | 0.131 | 0.164 | 0.4 | -0.139 | -2.345 | 1.886 | 0.758 | -5.448 |
| 13 | 0.426 | 0.248 | 0.833 | 0.018 | 0.508 | 0.332 | 1.054 | -0.038 | 0.111 | 0.161 | 0.375 | -0.154 | -1.309 | 1.783 | 1.624 | -4.242 |
| 14 | 0.462 | 0.255 | 0.881 | 0.043 | 0.842 | 0.336 | 1.395 | 0.289 | 0.211 | 0.156 | 0.468 | -0.046 | -2.745 | 1.85 | 0.298 | -5.788 |
| 15 | 0.409 | 0.262 | 0.84 | -0.022 | 0.559 | 0.304 | 1.058 | 0.059 | 0.178 | 0.156 | 0.436 | -0.079 | -3.639 | 1.789 | -0.695 | -6.582 |
Figure 34:
(a) Interest rate
(b) Aggregate labor income
(a) Interest rate
| theta_R | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.938 | 1 | 0 | 1 |
| 0.003 | 0.939 | 1 | 0 | 1 |
| 0.005 | 0.939 | 1 | 0 | 1 |
| 0.008 | 0.939 | 1 | 0 | 1 |
| 0.01 | 0.939 | 1 | 0 | 1 |
| 0.013 | 0.94 | 1 | 0 | 1 |
| 0.015 | 0.94 | 1 | 0 | 1 |
| 0.018 | 0.94 | 1 | 0 | 1 |
| 0.02 | 0.94 | 1 | 0 | 1 |
| 0.023 | 0.94 | 1 | 0 | 1 |
| 0.025 | 0.941 | 1 | 0 | 1 |
| 0.028 | 0.941 | 1 | 0 | 1 |
| 0.03 | 0.941 | 1 | 0 | 1 |
| 0.033 | 0.941 | 1 | 0 | 1 |
| 0.035 | 0.942 | 1 | 0 | 1 |
| 0.038 | 0.942 | 1 | 0 | 1 |
| 0.04 | 0.942 | 1 | 0 | 1 |
| 0.043 | 0.942 | 1 | 0 | 1 |
| 0.045 | 0.942 | 1 | 0 | 1 |
| 0.048 | 0.943 | 1 | 0 | 1 |
| 0.05 | 0.943 | 1 | 0 | 1 |
| 0.053 | 0.943 | 1 | 0 | 1 |
| 0.055 | 0.943 | 1 | 0 | 1 |
| 0.058 | 0.943 | 1 | 0 | 1 |
| 0.06 | 0.944 | 1 | 0 | 1 |
| 0.063 | 0.944 | 1 | 0 | 1 |
| 0.065 | 0.944 | 1 | 0 | 1 |
| 0.068 | 0.944 | 1 | 0 | 1 |
| 0.07 | 0.944 | 1 | 0 | 1 |
| 0.073 | 0.944 | 1 | 0 | 1 |
| 0.075 | 0.945 | 1 | 0 | 1 |
| 0.078 | 0.945 | 1 | 0 | 1 |
| 0.08 | 0.945 | 1 | 0 | 1 |
| 0.083 | 0.945 | 1 | 0 | 1 |
| 0.085 | 0.945 | 1 | 0 | 1 |
| 0.088 | 0.946 | 1 | 0 | 1 |
| 0.09 | 0.946 | 1 | 0 | 1 |
| 0.093 | 0.946 | 1 | 0 | 1 |
| 0.095 | 0.946 | 1 | 0 | 1 |
| 0.098 | 0.946 | 1 | 0 | 1 |
| 0.1 | 0.946 | 1 | 0 | 1 |
| 0.103 | 0.947 | 1 | 0 | 1 |
| 0.105 | 0.947 | 1 | 0 | 1 |
| 0.108 | 0.947 | 1 | 0 | 1 |
| 0.11 | 0.947 | 1 | 0 | 1 |
| 0.113 | 0.947 | 1 | 0 | 1 |
| 0.115 | 0.947 | 1 | 0 | 1 |
| 0.118 | 0.948 | 1 | 0 | 1 |
| 0.12 | 0.948 | 1 | 0 | 1 |
| 0.123 | 0.948 | 1 | 0 | 1 |
| 0.125 | 0.948 | 1 | 0 | 1 |
| 0.128 | 0.948 | 1 | 0 | 1 |
| 0.13 | 0.948 | 1 | 0 | 1 |
| 0.133 | 0.949 | 1 | 0 | 1 |
| 0.135 | 0.949 | 1 | 0 | 1 |
| 0.138 | 0.949 | 1 | 0 | 1 |
| 0.14 | 0.949 | 1 | 0 | 1 |
| 0.143 | 0.949 | 1 | 0 | 1 |
| 0.145 | 0.949 | 1 | 0 | 1 |
| 0.148 | 0.949 | 1 | 0 | 1 |
| 0.15 | 0.95 | 1 | 0 | 1 |
| 0.153 | 0.95 | 1 | 0 | 1 |
| 0.155 | 0.95 | 1 | 0 | 1 |
| 0.158 | 0.95 | 1 | 0 | 1 |
| 0.16 | 0.95 | 1 | 0 | 1 |
| 0.163 | 0.95 | 1 | 0 | 1 |
| 0.165 | 0.95 | 1 | 0 | 1 |
| 0.168 | 0.951 | 1 | 0 | 1 |
| 0.17 | 0.951 | 1 | 0 | 1 |
| 0.173 | 0.951 | 1 | 0 | 1 |
| 0.175 | 0.951 | 1 | 0 | 1 |
| 0.178 | 0.951 | 1 | 0 | 1 |
| 0.18 | 0.951 | 1 | 0 | 1 |
| 0.183 | 0.951 | 1 | 0 | 1 |
| 0.185 | 0.951 | 1 | 0 | 1 |
| 0.188 | 0.952 | 1 | 0 | 1 |
| 0.19 | 0.952 | 1 | 0 | 1 |
| 0.193 | 0.952 | 1 | 0 | 1 |
| 0.195 | 0.952 | 1 | 0 | 1 |
| 0.198 | 0.952 | 1 | 0 | 1 |
| 0.201 | 0.952 | 1 | 0 | 1 |
| 0.203 | 0.952 | 1 | 0 | 1 |
| 0.206 | 0.952 | 1 | 0 | 1 |
| 0.208 | 0.953 | 1 | 0 | 1 |
| 0.211 | 0.953 | 1 | 0 | 1 |
| 0.213 | 0.953 | 1 | 0 | 1 |
| 0.216 | 0.953 | 1 | 0 | 1 |
| 0.218 | 0.953 | 1 | 0 | 1 |
| 0.221 | 0.953 | 1 | 0 | 1 |
| 0.223 | 0.953 | 1 | 0 | 1 |
| 0.226 | 0.953 | 1 | 0 | 1 |
| 0.228 | 0.953 | 1 | 0 | 1 |
| 0.231 | 0.953 | 1 | 0 | 1 |
| 0.233 | 0.953 | 1 | 0 | 1 |
| 0.236 | 0.954 | 1 | 0 | 1 |
| 0.238 | 0.954 | 1 | 0 | 1 |
| 0.241 | 0.954 | 1 | 0 | 1 |
| 0.243 | 0.954 | 1 | 0 | 1 |
| 0.246 | 0.954 | 1 | 0 | 1 |
| 0.248 | 0.954 | 1 | 0 | 1 |
| 0.251 | 0.954 | 1 | 0 | 1 |
| 0.253 | 0.954 | 1 | 0 | 1 |
| 0.256 | 0.954 | 1 | 0 | 1 |
| 0.258 | 0.954 | 1 | 0 | 1 |
| 0.261 | 0.954 | 1 | 0 | 1 |
| 0.263 | 0.954 | 1 | 0 | 1 |
| 0.266 | 0.954 | 1 | 0 | 1 |
| 0.268 | 0.954 | 1 | 0 | 1 |
| 0.271 | 0.954 | 1 | 0 | 1 |
| 0.273 | 0.954 | 1 | 0 | 1 |
| 0.276 | 0.954 | 1 | 0 | 1 |
| 0.278 | 0.955 | 1 | 0 | 1 |
| 0.281 | 0.955 | 1 | 0 | 1 |
| 0.283 | 0.955 | 1 | 0 | 1 |
| 0.286 | 0.955 | 1 | 0 | 1 |
| 0.288 | 0.955 | 1 | 0 | 1 |
| 0.291 | 0.955 | 1 | 0 | 1 |
| 0.293 | 0.955 | 1 | 0 | 1 |
| 0.296 | 0.955 | 1 | 0 | 1 |
| 0.298 | 0.955 | 1 | 0 | 1 |
| 0.301 | 0.955 | 1 | 0 | 1 |
| 0.303 | 0.955 | 1 | 0 | 1 |
| 0.306 | 0.955 | 1 | 0 | 1 |
| 0.308 | 0.955 | 1 | 0 | 1 |
| 0.311 | 0.955 | 1 | 0 | 1 |
| 0.313 | 0.955 | 1 | 0 | 1 |
| 0.316 | 0.955 | 1 | 0 | 1 |
| 0.318 | 0.954 | 1 | 0 | 1 |
| 0.321 | 0.954 | 1 | 0 | 1 |
| 0.323 | 0.954 | 1 | 0 | 1 |
| 0.326 | 0.954 | 1 | 0 | 1 |
| 0.328 | 0.954 | 1 | 0 | 1 |
| 0.331 | 0.954 | 1 | 0 | 1 |
| 0.333 | 0.954 | 1 | 0 | 1 |
| 0.336 | 0.954 | 1 | 0 | 1 |
| 0.338 | 0.954 | 1 | 0 | 1 |
| 0.341 | 0.954 | 1 | 0 | 1 |
| 0.343 | 0.954 | 1 | 0 | 1 |
| 0.346 | 0.954 | 1 | 0 | 1 |
| 0.348 | 0.954 | 1 | 0 | 1 |
| 0.351 | 0.954 | 1 | 0 | 1 |
| 0.353 | 0.953 | 1 | 0 | 1 |
| 0.356 | 0.953 | 1 | 0 | 1 |
| 0.358 | 0.953 | 1 | 0 | 1 |
| 0.361 | 0.953 | 1 | 0 | 1 |
| 0.363 | 0.953 | 1 | 0 | 1 |
| 0.366 | 0.953 | 1 | 0 | 1 |
| 0.368 | 0.953 | 1 | 0 | 1 |
| 0.371 | 0.953 | 1 | 0 | 1 |
| 0.373 | 0.952 | 1 | 0 | 1 |
| 0.376 | 0.952 | 1 | 0 | 1 |
| 0.378 | 0.952 | 1 | 0 | 1 |
| 0.381 | 0.952 | 1 | 0 | 1 |
| 0.383 | 0.952 | 1 | 0 | 1 |
| 0.386 | 0.951 | 1 | 0 | 1 |
| 0.388 | 0.951 | 1 | 0 | 1 |
| 0.391 | 0.951 | 1 | 0 | 1 |
| 0.393 | 0.951 | 1 | 0 | 1 |
| 0.396 | 0.951 | 1 | 0 | 1 |
| 0.398 | 0.95 | 1 | 0 | 1 |
| 0.401 | 0.95 | 1 | 0 | 1 |
| 0.404 | 0.95 | 1 | 0 | 1 |
| 0.406 | 0.95 | 1 | 0 | 1 |
| 0.409 | 0.949 | 1 | 0 | 1 |
| 0.411 | 0.949 | 1 | 0 | 1 |
| 0.414 | 0.949 | 1 | 0 | 1 |
| 0.416 | 0.948 | 1 | 0 | 1 |
| 0.419 | 0.948 | 1 | 0 | 1 |
| 0.421 | 0.948 | 1 | 0 | 1 |
| 0.424 | 0.947 | 1 | 0 | 1 |
| 0.426 | 0.947 | 1 | 0 | 1 |
| 0.429 | 0.947 | 1 | 0 | 1 |
| 0.431 | 0.946 | 1 | 0 | 1 |
| 0.434 | 0.946 | 1 | 0 | 1 |
| 0.436 | 0.946 | 1 | 0 | 1 |
| 0.439 | 0.945 | 1 | 0 | 1 |
| 0.441 | 0.945 | 1 | 0 | 1 |
| 0.444 | 0.945 | 1 | 0 | 1 |
| 0.446 | 0.944 | 1 | 0 | 1 |
| 0.449 | 0.944 | 1 | 0 | 1 |
| 0.451 | 0.943 | 1 | 0 | 1 |
| 0.454 | 0.943 | 1 | 0 | 1 |
| 0.456 | 0.942 | 1 | 0 | 1 |
| 0.459 | 0.942 | 1 | 0 | 1 |
| 0.461 | 0.941 | 1 | 0 | 1 |
| 0.464 | 0.941 | 1 | 0 | 1 |
| 0.466 | 0.94 | 1 | 0 | 1 |
| 0.469 | 0.94 | 1 | 0 | 1 |
| 0.471 | 0.939 | 1 | 0 | 1 |
| 0.474 | 0.939 | 1 | 0 | 1 |
| 0.476 | 0.938 | 1 | 0 | 1 |
| 0.479 | 0.938 | 1 | 0 | 1 |
| 0.481 | 0.937 | 1 | 0 | 1 |
| 0.484 | 0.936 | 1 | 0 | 1 |
| 0.486 | 0.936 | 1 | 0 | 1 |
| 0.489 | 0.935 | 1 | 0 | 1 |
| 0.491 | 0.935 | 1 | 0 | 1 |
| 0.494 | 0.934 | 1 | 0 | 1 |
| 0.496 | 0.933 | 1 | 0 | 1 |
| 0.499 | 0.933 | 1 | 0 | 1 |
| 0.501 | 0.932 | 1 | 0 | 1 |
| 0.504 | 0.931 | 1 | 0 | 1 |
| 0.506 | 0.93 | 1 | 0 | 1 |
| 0.509 | 0.93 | 1 | 0 | 1 |
| 0.511 | 0.929 | 1 | 0 | 1 |
| 0.514 | 0.928 | 1 | 0 | 1 |
| 0.516 | 0.927 | 1 | 0 | 1 |
| 0.519 | 0.927 | 1 | 0 | 1 |
| 0.521 | 0.926 | 1 | 0 | 1 |
| 0.524 | 0.925 | 1 | 0 | 1 |
| 0.526 | 0.924 | 1 | 0 | 1 |
| 0.529 | 0.923 | 1 | 0 | 1 |
| 0.531 | 0.922 | 1 | 0 | 1 |
| 0.534 | 0.922 | 1 | 0 | 1 |
| 0.536 | 0.921 | 1 | 0 | 1 |
| 0.539 | 0.92 | 1 | 0 | 1 |
| 0.541 | 0.919 | 1 | 0 | 1 |
| 0.544 | 0.918 | 1 | 0 | 1 |
| 0.546 | 0.917 | 1 | 0 | 1 |
| 0.549 | 0.916 | 1 | 0 | 1 |
| 0.551 | 0.915 | 1 | 0 | 1 |
| 0.554 | 0.914 | 1 | 0 | 1 |
| 0.556 | 0.913 | 1 | 0 | 1 |
| 0.559 | 0.912 | 1 | 0 | 1 |
| 0.561 | 0.911 | 1 | 0 | 1 |
| 0.564 | 0.91 | 1 | 0 | 1 |
| 0.566 | 0.909 | 1 | 0 | 1 |
| 0.569 | 0.908 | 1 | 0 | 1 |
| 0.571 | 0.907 | 1 | 0 | 1 |
| 0.574 | 0.905 | 1 | 0 | 1 |
| 0.576 | 0.904 | 1 | 0 | 1 |
| 0.579 | 0.903 | 1 | 0 | 1 |
| 0.581 | 0.902 | 1 | 0 | 1 |
| 0.584 | 0.901 | 1 | 0 | 1 |
| 0.586 | 0.899 | 1 | 0 | 1 |
| 0.589 | 0.898 | 1 | 0 | 1 |
| 0.591 | 0.897 | 1 | 0 | 1 |
| 0.594 | 0.896 | 1 | 0 | 1 |
| 0.596 | 0.894 | 1 | 0 | 1 |
| 0.599 | 0.893 | 1 | 0 | 1 |
| 0.602 | 0.892 | 1 | 0 | 1 |
| 0.604 | 0.89 | 1 | 0 | 1 |
| 0.607 | 0.889 | 1 | 0 | 1 |
| 0.609 | 0.888 | 1 | 0 | 1 |
| 0.612 | 0.886 | 1 | 0 | 1 |
| 0.614 | 0.885 | 1 | 0 | 1 |
| 0.617 | 0.884 | 1 | 0 | 1 |
| 0.619 | 0.882 | 1 | 0 | 1 |
| 0.622 | 0.881 | 1 | 0 | 1 |
| 0.624 | 0.879 | 1 | 0 | 1 |
| 0.627 | 0.878 | 1 | 0 | 1 |
| 0.629 | 0.876 | 1 | 0 | 1 |
| 0.632 | 0.875 | 1 | 0 | 1 |
| 0.634 | 0.873 | 1 | 0 | 1 |
| 0.637 | 0.872 | 1 | 0 | 1 |
| 0.639 | 0.87 | 1 | 0 | 1 |
| 0.642 | 0.868 | 1 | 0 | 1 |
| 0.644 | 0.867 | 1 | 0 | 1 |
| 0.647 | 0.865 | 1 | 0 | 1 |
| 0.649 | 0.864 | 1 | 0 | 1 |
| 0.652 | 0.862 | 1 | 0 | 1 |
| 0.654 | 0.86 | 1 | 0 | 1 |
| 0.657 | 0.859 | 1 | 0 | 1 |
| 0.659 | 0.857 | 1 | 0 | 1 |
| 0.662 | 0.855 | 1 | 0 | 1 |
| 0.664 | 0.854 | 1 | 0 | 1 |
| 0.667 | 0.852 | 1 | 0 | 1 |
| 0.669 | 0.85 | 1 | 0 | 1 |
| 0.672 | 0.849 | 1 | 0 | 1 |
| 0.674 | 0.847 | 1 | 0 | 1 |
| 0.677 | 0.845 | 1 | 0 | 1 |
| 0.679 | 0.843 | 1 | 0 | 1 |
| 0.682 | 0.842 | 1 | 0 | 1 |
| 0.684 | 0.84 | 1 | 0 | 1 |
| 0.687 | 0.838 | 1 | 0 | 1 |
| 0.689 | 0.836 | 1 | 0 | 1 |
| 0.692 | 0.834 | 1 | 0 | 1 |
| 0.694 | 0.833 | 1 | 0 | 1 |
| 0.697 | 0.831 | 1 | 0 | 1 |
| 0.699 | 0.829 | 1 | 0 | 1 |
| 0.702 | 0.827 | 1 | 0 | 1 |
| 0.704 | 0.825 | 1 | 0 | 1 |
| 0.707 | 0.824 | 1 | 0 | 1 |
| 0.709 | 0.822 | 1 | 0 | 1 |
| 0.712 | 0.82 | 1 | 0 | 1 |
| 0.714 | 0.818 | 1 | 0 | 1 |
| 0.717 | 0.816 | 1 | 0 | 1 |
| 0.719 | 0.814 | 1 | 0 | 1 |
| 0.722 | 0.813 | 1 | 0 | 1 |
| 0.724 | 0.811 | 1 | 0 | 1 |
| 0.727 | 0.809 | 1 | 0 | 1 |
| 0.729 | 0.807 | 1 | 0 | 1 |
| 0.732 | 0.805 | 1 | 0 | 1 |
| 0.734 | 0.804 | 1 | 0 | 1 |
| 0.737 | 0.802 | 1 | 0 | 1 |
| 0.739 | 0.8 | 1 | 0 | 1 |
| 0.742 | 0.798 | 1 | 0 | 1 |
| 0.744 | 0.797 | 1 | 0 | 1 |
| 0.747 | 0.795 | 1 | 0 | 1 |
| 0.749 | 0.793 | 1 | 0 | 1 |
| 0.752 | 0.791 | 1 | 0 | 1 |
| 0.754 | 0.79 | 1 | 0 | 1 |
| 0.757 | 0.788 | 1 | 0 | 1 |
| 0.759 | 0.787 | 1 | 0 | 1 |
| 0.762 | 0.785 | 1 | 0 | 1 |
| 0.764 | 0.783 | 1 | 0 | 1 |
| 0.767 | 0.782 | 1 | 0 | 1 |
| 0.769 | 0.78 | 1 | 0 | 1 |
| 0.772 | 0.779 | 1 | 0 | 1 |
| 0.774 | 0.778 | 1 | 0 | 1 |
| 0.777 | 0.776 | 1 | 0 | 1 |
| 0.779 | 0.775 | 1 | 0 | 1 |
| 0.782 | 0.774 | 1 | 0 | 1 |
| 0.784 | 0.772 | 1 | 0 | 1 |
| 0.787 | 0.771 | 1 | 0 | 1 |
| 0.789 | 0.77 | 1 | 0 | 1 |
| 0.792 | 0.769 | 1 | 0 | 1 |
| 0.794 | 0.768 | 1 | 0 | 1 |
| 0.797 | 0.767 | 1 | 0 | 1 |
| 0.799 | 0.766 | 1 | 0 | 1 |
| 0.802 | 0.766 | 1 | 0 | 1 |
| 0.805 | 0.765 | 1 | 0 | 1 |
| 0.807 | 0.764 | 1 | 0 | 1 |
| 0.81 | 0.764 | 1 | 0 | 1 |
| 0.812 | 0.764 | 1 | 0 | 1 |
| 0.815 | 0.763 | 1 | 0 | 1 |
| 0.817 | 0.763 | 1 | 0 | 1 |
| 0.82 | 0.763 | 1 | 0 | 1 |
| 0.822 | 0.763 | 1 | 0 | 1 |
| 0.825 | 0.763 | 1 | 0 | 1 |
| 0.827 | 0.763 | 1 | 0 | 1 |
| 0.83 | 0.764 | 1 | 0 | 1 |
| 0.832 | 0.764 | 1 | 0 | 1 |
| 0.835 | 0.765 | 1 | 0 | 1 |
| 0.837 | 0.766 | 1 | 0 | 1 |
| 0.84 | 0.767 | 1 | 0 | 1 |
| 0.842 | 0.768 | 1 | 0 | 1 |
| 0.845 | 0.77 | 1 | 0 | 1 |
| 0.847 | 0.772 | 1 | 0 | 1 |
| 0.85 | 0.773 | 1 | 0 | 1 |
| 0.852 | 0.776 | 1 | 0 | 1 |
| 0.855 | 0.778 | 1 | 0 | 1 |
| 0.857 | 0.781 | 1 | 0 | 1 |
| 0.86 | 0.783 | 1 | 0 | 1 |
| 0.862 | 0.787 | 1 | 0 | 1 |
| 0.865 | 0.79 | 1 | 0 | 1 |
| 0.867 | 0.794 | 1 | 0 | 1 |
| 0.87 | 0.798 | 1 | 0 | 1 |
| 0.872 | 0.803 | 1 | 0 | 1 |
| 0.875 | 0.808 | 1 | 0 | 1 |
| 0.877 | 0.813 | 1 | 0 | 1 |
| 0.88 | 0.819 | 1 | 0 | 1 |
| 0.882 | 0.825 | 1 | 0 | 1 |
| 0.885 | 0.832 | 1 | 0 | 1 |
| 0.887 | 0.839 | 1 | 0 | 1 |
| 0.89 | 0.847 | 1 | 0 | 1 |
| 0.892 | 0.856 | 1 | 0 | 1 |
| 0.895 | 0.865 | 1 | 0 | 1 |
| 0.897 | 0.875 | 1 | 0 | 1 |
| 0.9 | 0.886 | 1 | 0 | 1 |
| 0.902 | 0.898 | 1 | 0 | 1 |
| 0.905 | 0.91 | 1 | 0 | 1 |
| 0.907 | 0.924 | 1 | 0 | 1 |
| 0.91 | 0.938 | 1 | 0 | 1 |
| 0.912 | 0.954 | 1 | 0 | 1 |
| 0.915 | 0.971 | 1 | 0 | 1 |
| 0.917 | 0.989 | 1 | 0 | 1 |
| 0.92 | 1.008 | 1 | 0 | 1 |
| 0.922 | 1.03 | 1 | 0 | 1 |
| 0.925 | 1.052 | 1 | 0 | 1 |
| 0.927 | 1.077 | 1 | 0 | 1 |
| 0.93 | 1.104 | 1 | 0 | 1 |
| 0.932 | 1.133 | 1 | 0 | 1 |
| 0.935 | 1.165 | 1 | 0 | 1 |
| 0.937 | 1.199 | 1 | 0 | 1 |
| 0.94 | 1.236 | 1 | 0 | 1 |
| 0.942 | 1.276 | 1 | 0 | 1 |
| 0.945 | 1.32 | 1 | 0 | 1 |
| 0.947 | 1.367 | 1 | 0 | 1 |
| 0.95 | 1.419 | 1 | 0 | 1 |
| 0.952 | 1.476 | 1 | 0 | 1 |
| 0.955 | 1.538 | 1 | 0 | 1 |
| 0.957 | 1.607 | 1 | 0 | 1 |
| 0.96 | 1.681 | 1 | 0 | 1 |
| 0.962 | 1.763 | 1 | 0 | 1 |
| 0.965 | 1.853 | 1 | 0 | 1 |
| 0.967 | 1.952 | 1 | 0 | 1 |
| 0.97 | 2.061 | 1 | 0 | 1 |
| 0.972 | 2.182 | 1 | 0 | 1 |
| 0.975 | 2.315 | 1 | 0 | 1 |
| 0.977 | 2.462 | 1 | 0 | 1 |
| 0.98 | 2.624 | 1 | 0 | 1 |
| 0.982 | 2.804 | 1 | 0 | 1 |
| 0.985 | 3.003 | 1 | 0 | 1 |
| 0.987 | 3.224 | 1 | 0 | 1 |
| 0.99 | 3.468 | 1 | 0 | 1 |
| 0.992 | 3.739 | 1 | 0 | 1 |
| 0.995 | 4.038 | 1 | 0 | 1 |
| 0.997 | 4.367 | 1 | 0 | 1 |
| 1 | 4.73 | 1 | 0 | 1 |
(b) Aggregate labor income
| theta_Y | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.763 | 0.429 | 0 | 0.735 |
| 0.02 | 0.811 | 0.429 | 0 | 0.735 |
| 0.041 | 0.86 | 0.429 | 0 | 0.735 |
| 0.061 | 0.91 | 0.429 | 0 | 0.735 |
| 0.082 | 0.961 | 0.429 | 0 | 0.735 |
| 0.102 | 1.013 | 0.429 | 0 | 0.735 |
| 0.122 | 1.066 | 0.429 | 0 | 0.735 |
| 0.143 | 1.12 | 0.429 | 0 | 0.735 |
| 0.163 | 1.173 | 0.429 | 0 | 0.735 |
| 0.184 | 1.227 | 0.429 | 0 | 0.735 |
| 0.204 | 1.28 | 0.429 | 0 | 0.735 |
| 0.224 | 1.333 | 0.429 | 0 | 0.735 |
| 0.245 | 1.384 | 0.429 | 0 | 0.735 |
| 0.265 | 1.434 | 0.429 | 0 | 0.735 |
| 0.286 | 1.481 | 0.429 | 0 | 0.735 |
| 0.306 | 1.526 | 0.429 | 0 | 0.735 |
| 0.327 | 1.567 | 0.429 | 0 | 0.735 |
| 0.347 | 1.603 | 0.429 | 0 | 0.735 |
| 0.367 | 1.634 | 0.429 | 0 | 0.735 |
| 0.388 | 1.658 | 0.429 | 0 | 0.735 |
| 0.408 | 1.675 | 0.429 | 0 | 0.735 |
| 0.429 | 1.682 | 0.429 | 0 | 0.735 |
| 0.449 | 1.68 | 0.429 | 0 | 0.735 |
| 0.469 | 1.667 | 0.429 | 0 | 0.735 |
| 0.49 | 1.641 | 0.429 | 0 | 0.735 |
| 0.51 | 1.603 | 0.429 | 0 | 0.735 |
| 0.531 | 1.552 | 0.429 | 0 | 0.735 |
| 0.551 | 1.488 | 0.429 | 0 | 0.735 |
| 0.571 | 1.411 | 0.429 | 0 | 0.735 |
| 0.592 | 1.321 | 0.429 | 0 | 0.735 |
| 0.612 | 1.222 | 0.429 | 0 | 0.735 |
| 0.633 | 1.114 | 0.429 | 0 | 0.735 |
| 0.653 | 1 | 0.429 | 0 | 0.735 |
| 0.673 | 0.884 | 0.429 | 0 | 0.735 |
| 0.694 | 0.769 | 0.429 | 0 | 0.735 |
| 0.714 | 0.658 | 0.429 | 0 | 0.735 |
| 0.735 | 0.554 | 0.429 | 0 | 0.735 |
| 0.755 | 0.46 | 0.429 | 0 | 0.735 |
| 0.776 | 0.377 | 0.429 | 0 | 0.735 |
| 0.796 | 0.305 | 0.429 | 0 | 0.735 |
| 0.816 | 0.245 | 0.429 | 0 | 0.735 |
| 0.837 | 0.196 | 0.429 | 0 | 0.735 |
| 0.857 | 0.157 | 0.429 | 0 | 0.735 |
| 0.878 | 0.126 | 0.429 | 0 | 0.735 |
| 0.898 | 0.102 | 0.429 | 0 | 0.735 |
| 0.918 | 0.084 | 0.429 | 0 | 0.735 |
| 0.939 | 0.07 | 0.429 | 0 | 0.735 |
| 0.959 | 0.059 | 0.429 | 0 | 0.735 |
| 0.98 | 0.05 | 0.429 | 0 | 0.735 |
| 1 | 0.041 | 0.429 | 0 | 0.735 |
Figure 35: Comparison of consumption path: Ben Zeev and Khan (2015)
shock
| Quarter | Empirical | Empirical_90CI_Upper | Empirical_90CI_Lower | Model_Sticky_Y_and_R | Model_Sticky_Y_only | Model_Sticky_R_only | Model_FIRE |
|---|---|---|---|---|---|---|---|
| 0 | 0.228 | 0.327 | 0.129 | 0.236 | -0.037 | 0.357 | 0.084 |
| 1 | 0.418 | 0.554 | 0.282 | 0.348 | 0.128 | 0.386 | 0.166 |
| 2 | 0.48 | 0.644 | 0.317 | 0.405 | 0.232 | 0.41 | 0.236 |
| 3 | 0.639 | 0.834 | 0.444 | 0.418 | 0.302 | 0.411 | 0.295 |
| 4 | 0.651 | 0.872 | 0.43 | 0.467 | 0.414 | 0.456 | 0.404 |
| 5 | 0.677 | 0.925 | 0.429 | 0.47 | 0.467 | 0.459 | 0.456 |
| 6 | 0.572 | 0.848 | 0.296 | 0.46 | 0.515 | 0.45 | 0.505 |
| 7 | 0.551 | 0.857 | 0.246 | 0.46 | 0.565 | 0.452 | 0.556 |
| 8 | 0.53 | 0.858 | 0.202 | 0.429 | 0.574 | 0.422 | 0.566 |
| 9 | 0.491 | 0.839 | 0.143 | 0.434 | 0.593 | 0.428 | 0.586 |
| 10 | 0.416 | 0.773 | 0.058 | 0.445 | 0.616 | 0.44 | 0.611 |
| 11 | 0.361 | 0.734 | -0.012 | 0.466 | 0.664 | 0.461 | 0.659 |
| 12 | 0.442 | 0.832 | 0.051 | 0.496 | 0.7 | 0.491 | 0.695 |
| 13 | 0.426 | 0.833 | 0.018 | 0.5 | 0.707 | 0.496 | 0.703 |
| 14 | 0.462 | 0.881 | 0.043 | 0.569 | 0.803 | 0.565 | 0.799 |
| 15 | 0.409 | 0.84 | -0.022 | 0.523 | 0.779 | 0.519 | 0.775 |
Figure 36: Impulse responses to Fernald (2014) shock
| Quarter | C_IRF | C_SE | C_90CI_Upper | C_90CI_Lower | Y_earned_IRF | Y_earned_SE | Y_earned_90CI_Upper | Y_earned_90CI_Lower | R_IRF | R_SE | R_90CI_Upper | R_90CI_Lower | S_IRF | S_SE | S_90CI_Upper | S_90CI_Lower |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.099 | 0.066 | 0.207 | -0.009 | 0.2 | 0.14 | 0.43 | -0.03 | -0.078 | 0.083 | 0.058 | -0.214 | -0.542 | 1.94 | 2.65 | -3.733 |
| 1 | 0.121 | 0.094 | 0.276 | -0.033 | 0.125 | 0.16 | 0.388 | -0.139 | -0.139 | 0.108 | 0.039 | -0.317 | -1.029 | 1.863 | 2.035 | -4.093 |
| 2 | 0.183 | 0.113 | 0.369 | -0.003 | 0.211 | 0.18 | 0.506 | -0.085 | -0.077 | 0.114 | 0.11 | -0.265 | -1.793 | 1.887 | 1.311 | -4.897 |
| 3 | 0.255 | 0.135 | 0.476 | 0.033 | 0.433 | 0.25 | 0.845 | 0.021 | 0.016 | 0.126 | 0.224 | -0.192 | 0.039 | 1.962 | 3.267 | -3.189 |
| 4 | 0.208 | 0.15 | 0.454 | -0.039 | 0.181 | 0.273 | 0.63 | -0.268 | -0.112 | 0.138 | 0.115 | -0.339 | -0.219 | 1.926 | 2.949 | -3.386 |
| 5 | 0.297 | 0.164 | 0.567 | 0.027 | 0.417 | 0.277 | 0.874 | -0.039 | 0.075 | 0.151 | 0.323 | -0.172 | -0.558 | 1.972 | 2.685 | -3.802 |
| 6 | 0.455 | 0.176 | 0.745 | 0.166 | 0.532 | 0.289 | 1.007 | 0.057 | 0.112 | 0.157 | 0.37 | -0.146 | -0.873 | 2.001 | 2.418 | -4.164 |
| 7 | 0.432 | 0.191 | 0.745 | 0.118 | 0.431 | 0.291 | 0.91 | -0.047 | 0.001 | 0.158 | 0.261 | -0.259 | -2.346 | 1.872 | 0.734 | -5.425 |
| 8 | 0.56 | 0.203 | 0.894 | 0.226 | 0.408 | 0.293 | 0.891 | -0.075 | 0.159 | 0.162 | 0.426 | -0.109 | -1.942 | 1.876 | 1.145 | -5.029 |
| 9 | 0.535 | 0.214 | 0.888 | 0.182 | 0.302 | 0.303 | 0.8 | -0.195 | 0.154 | 0.166 | 0.428 | -0.12 | -3.749 | 1.79 | -0.805 | -6.693 |
| 10 | 0.544 | 0.221 | 0.907 | 0.181 | 0.449 | 0.314 | 0.966 | -0.068 | 0.183 | 0.169 | 0.461 | -0.095 | -4.204 | 1.908 | -1.065 | -7.344 |
| 11 | 0.625 | 0.23 | 1.003 | 0.248 | 0.248 | 0.32 | 0.774 | -0.278 | 0.173 | 0.17 | 0.453 | -0.107 | -1.986 | 2.001 | 1.307 | -5.278 |
| 12 | 0.549 | 0.242 | 0.947 | 0.151 | 0.229 | 0.328 | 0.768 | -0.31 | 0.271 | 0.17 | 0.551 | -0.009 | -3.844 | 1.88 | -0.751 | -6.937 |
| 13 | 0.496 | 0.253 | 0.912 | 0.08 | 0.182 | 0.338 | 0.738 | -0.374 | 0.256 | 0.169 | 0.534 | -0.022 | -2.861 | 1.843 | 0.17 | -5.893 |
| 14 | 0.44 | 0.261 | 0.869 | 0.01 | 0.214 | 0.346 | 0.783 | -0.354 | 0.04 | 0.164 | 0.309 | -0.229 | -1.839 | 1.931 | 1.338 | -5.016 |
| 15 | 0.539 | 0.267 | 0.979 | 0.099 | 0.245 | 0.309 | 0.753 | -0.263 | 0.22 | 0.161 | 0.485 | -0.044 | -2.17 | 1.827 | 0.836 | -5.176 |
Figure 37:
(a) Interest rate
(b) Aggregate labor income
(a) Interest rate
| theta_R | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.781 | 1 | 0.063 | 1 |
| 0.003 | 0.781 | 1 | 0.063 | 1 |
| 0.005 | 0.782 | 1 | 0.063 | 1 |
| 0.008 | 0.782 | 1 | 0.063 | 1 |
| 0.01 | 0.783 | 1 | 0.063 | 1 |
| 0.013 | 0.783 | 1 | 0.063 | 1 |
| 0.015 | 0.784 | 1 | 0.063 | 1 |
| 0.018 | 0.784 | 1 | 0.063 | 1 |
| 0.02 | 0.784 | 1 | 0.063 | 1 |
| 0.023 | 0.785 | 1 | 0.063 | 1 |
| 0.025 | 0.785 | 1 | 0.063 | 1 |
| 0.028 | 0.786 | 1 | 0.063 | 1 |
| 0.03 | 0.786 | 1 | 0.063 | 1 |
| 0.033 | 0.787 | 1 | 0.063 | 1 |
| 0.035 | 0.787 | 1 | 0.063 | 1 |
| 0.038 | 0.787 | 1 | 0.063 | 1 |
| 0.04 | 0.788 | 1 | 0.063 | 1 |
| 0.043 | 0.788 | 1 | 0.063 | 1 |
| 0.045 | 0.789 | 1 | 0.063 | 1 |
| 0.048 | 0.789 | 1 | 0.063 | 1 |
| 0.05 | 0.79 | 1 | 0.063 | 1 |
| 0.053 | 0.79 | 1 | 0.063 | 1 |
| 0.055 | 0.79 | 1 | 0.063 | 1 |
| 0.058 | 0.791 | 1 | 0.063 | 1 |
| 0.06 | 0.791 | 1 | 0.063 | 1 |
| 0.063 | 0.792 | 1 | 0.063 | 1 |
| 0.065 | 0.792 | 1 | 0.063 | 1 |
| 0.068 | 0.792 | 1 | 0.063 | 1 |
| 0.07 | 0.793 | 1 | 0.063 | 1 |
| 0.073 | 0.793 | 1 | 0.063 | 1 |
| 0.075 | 0.794 | 1 | 0.063 | 1 |
| 0.078 | 0.794 | 1 | 0.063 | 1 |
| 0.08 | 0.795 | 1 | 0.063 | 1 |
| 0.083 | 0.795 | 1 | 0.063 | 1 |
| 0.085 | 0.795 | 1 | 0.063 | 1 |
| 0.088 | 0.796 | 1 | 0.063 | 1 |
| 0.09 | 0.796 | 1 | 0.063 | 1 |
| 0.093 | 0.797 | 1 | 0.063 | 1 |
| 0.095 | 0.797 | 1 | 0.063 | 1 |
| 0.098 | 0.797 | 1 | 0.063 | 1 |
| 0.1 | 0.798 | 1 | 0.063 | 1 |
| 0.103 | 0.798 | 1 | 0.063 | 1 |
| 0.105 | 0.799 | 1 | 0.063 | 1 |
| 0.108 | 0.799 | 1 | 0.063 | 1 |
| 0.11 | 0.8 | 1 | 0.063 | 1 |
| 0.113 | 0.8 | 1 | 0.063 | 1 |
| 0.115 | 0.8 | 1 | 0.063 | 1 |
| 0.118 | 0.801 | 1 | 0.063 | 1 |
| 0.12 | 0.801 | 1 | 0.063 | 1 |
| 0.123 | 0.802 | 1 | 0.063 | 1 |
| 0.125 | 0.802 | 1 | 0.063 | 1 |
| 0.128 | 0.802 | 1 | 0.063 | 1 |
| 0.13 | 0.803 | 1 | 0.063 | 1 |
| 0.133 | 0.803 | 1 | 0.063 | 1 |
| 0.135 | 0.804 | 1 | 0.063 | 1 |
| 0.138 | 0.804 | 1 | 0.063 | 1 |
| 0.14 | 0.805 | 1 | 0.063 | 1 |
| 0.143 | 0.805 | 1 | 0.063 | 1 |
| 0.145 | 0.805 | 1 | 0.063 | 1 |
| 0.148 | 0.806 | 1 | 0.063 | 1 |
| 0.15 | 0.806 | 1 | 0.063 | 1 |
| 0.153 | 0.807 | 1 | 0.063 | 1 |
| 0.155 | 0.807 | 1 | 0.063 | 1 |
| 0.158 | 0.808 | 1 | 0.063 | 1 |
| 0.16 | 0.808 | 1 | 0.063 | 1 |
| 0.163 | 0.808 | 1 | 0.063 | 1 |
| 0.165 | 0.809 | 1 | 0.063 | 1 |
| 0.168 | 0.809 | 1 | 0.063 | 1 |
| 0.17 | 0.81 | 1 | 0.063 | 1 |
| 0.173 | 0.81 | 1 | 0.063 | 1 |
| 0.175 | 0.811 | 1 | 0.063 | 1 |
| 0.178 | 0.811 | 1 | 0.063 | 1 |
| 0.18 | 0.811 | 1 | 0.063 | 1 |
| 0.183 | 0.812 | 1 | 0.063 | 1 |
| 0.185 | 0.812 | 1 | 0.063 | 1 |
| 0.188 | 0.813 | 1 | 0.063 | 1 |
| 0.19 | 0.813 | 1 | 0.063 | 1 |
| 0.193 | 0.814 | 1 | 0.063 | 1 |
| 0.195 | 0.814 | 1 | 0.063 | 1 |
| 0.198 | 0.815 | 1 | 0.063 | 1 |
| 0.201 | 0.815 | 1 | 0.063 | 1 |
| 0.203 | 0.815 | 1 | 0.063 | 1 |
| 0.206 | 0.816 | 1 | 0.063 | 1 |
| 0.208 | 0.816 | 1 | 0.063 | 1 |
| 0.211 | 0.817 | 1 | 0.063 | 1 |
| 0.213 | 0.817 | 1 | 0.063 | 1 |
| 0.216 | 0.818 | 1 | 0.063 | 1 |
| 0.218 | 0.818 | 1 | 0.063 | 1 |
| 0.221 | 0.819 | 1 | 0.063 | 1 |
| 0.223 | 0.819 | 1 | 0.063 | 1 |
| 0.226 | 0.82 | 1 | 0.063 | 1 |
| 0.228 | 0.82 | 1 | 0.063 | 1 |
| 0.231 | 0.821 | 1 | 0.063 | 1 |
| 0.233 | 0.821 | 1 | 0.063 | 1 |
| 0.236 | 0.822 | 1 | 0.063 | 1 |
| 0.238 | 0.822 | 1 | 0.063 | 1 |
| 0.241 | 0.823 | 1 | 0.063 | 1 |
| 0.243 | 0.823 | 1 | 0.063 | 1 |
| 0.246 | 0.823 | 1 | 0.063 | 1 |
| 0.248 | 0.824 | 1 | 0.063 | 1 |
| 0.251 | 0.824 | 1 | 0.063 | 1 |
| 0.253 | 0.825 | 1 | 0.063 | 1 |
| 0.256 | 0.825 | 1 | 0.063 | 1 |
| 0.258 | 0.826 | 1 | 0.063 | 1 |
| 0.261 | 0.826 | 1 | 0.063 | 1 |
| 0.263 | 0.827 | 1 | 0.063 | 1 |
| 0.266 | 0.827 | 1 | 0.063 | 1 |
| 0.268 | 0.828 | 1 | 0.063 | 1 |
| 0.271 | 0.829 | 1 | 0.063 | 1 |
| 0.273 | 0.829 | 1 | 0.063 | 1 |
| 0.276 | 0.83 | 1 | 0.063 | 1 |
| 0.278 | 0.83 | 1 | 0.063 | 1 |
| 0.281 | 0.831 | 1 | 0.063 | 1 |
| 0.283 | 0.831 | 1 | 0.063 | 1 |
| 0.286 | 0.832 | 1 | 0.063 | 1 |
| 0.288 | 0.832 | 1 | 0.063 | 1 |
| 0.291 | 0.833 | 1 | 0.063 | 1 |
| 0.293 | 0.833 | 1 | 0.063 | 1 |
| 0.296 | 0.834 | 1 | 0.063 | 1 |
| 0.298 | 0.834 | 1 | 0.063 | 1 |
| 0.301 | 0.835 | 1 | 0.063 | 1 |
| 0.303 | 0.835 | 1 | 0.063 | 1 |
| 0.306 | 0.836 | 1 | 0.063 | 1 |
| 0.308 | 0.837 | 1 | 0.063 | 1 |
| 0.311 | 0.837 | 1 | 0.063 | 1 |
| 0.313 | 0.838 | 1 | 0.063 | 1 |
| 0.316 | 0.838 | 1 | 0.063 | 1 |
| 0.318 | 0.839 | 1 | 0.063 | 1 |
| 0.321 | 0.839 | 1 | 0.063 | 1 |
| 0.323 | 0.84 | 1 | 0.063 | 1 |
| 0.326 | 0.841 | 1 | 0.063 | 1 |
| 0.328 | 0.841 | 1 | 0.063 | 1 |
| 0.331 | 0.842 | 1 | 0.063 | 1 |
| 0.333 | 0.842 | 1 | 0.063 | 1 |
| 0.336 | 0.843 | 1 | 0.063 | 1 |
| 0.338 | 0.844 | 1 | 0.063 | 1 |
| 0.341 | 0.844 | 1 | 0.063 | 1 |
| 0.343 | 0.845 | 1 | 0.063 | 1 |
| 0.346 | 0.846 | 1 | 0.063 | 1 |
| 0.348 | 0.846 | 1 | 0.063 | 1 |
| 0.351 | 0.847 | 1 | 0.063 | 1 |
| 0.353 | 0.847 | 1 | 0.063 | 1 |
| 0.356 | 0.848 | 1 | 0.063 | 1 |
| 0.358 | 0.849 | 1 | 0.063 | 1 |
| 0.361 | 0.849 | 1 | 0.063 | 1 |
| 0.363 | 0.85 | 1 | 0.063 | 1 |
| 0.366 | 0.851 | 1 | 0.063 | 1 |
| 0.368 | 0.851 | 1 | 0.063 | 1 |
| 0.371 | 0.852 | 1 | 0.063 | 1 |
| 0.373 | 0.853 | 1 | 0.063 | 1 |
| 0.376 | 0.853 | 1 | 0.063 | 1 |
| 0.378 | 0.854 | 1 | 0.063 | 1 |
| 0.381 | 0.855 | 1 | 0.063 | 1 |
| 0.383 | 0.855 | 1 | 0.063 | 1 |
| 0.386 | 0.856 | 1 | 0.063 | 1 |
| 0.388 | 0.857 | 1 | 0.063 | 1 |
| 0.391 | 0.858 | 1 | 0.063 | 1 |
| 0.393 | 0.858 | 1 | 0.063 | 1 |
| 0.396 | 0.859 | 1 | 0.063 | 1 |
| 0.398 | 0.86 | 1 | 0.063 | 1 |
| 0.401 | 0.86 | 1 | 0.063 | 1 |
| 0.404 | 0.861 | 1 | 0.063 | 1 |
| 0.406 | 0.862 | 1 | 0.063 | 1 |
| 0.409 | 0.863 | 1 | 0.063 | 1 |
| 0.411 | 0.863 | 1 | 0.063 | 1 |
| 0.414 | 0.864 | 1 | 0.063 | 1 |
| 0.416 | 0.865 | 1 | 0.063 | 1 |
| 0.419 | 0.866 | 1 | 0.063 | 1 |
| 0.421 | 0.866 | 1 | 0.063 | 1 |
| 0.424 | 0.867 | 1 | 0.063 | 1 |
| 0.426 | 0.868 | 1 | 0.063 | 1 |
| 0.429 | 0.869 | 1 | 0.063 | 1 |
| 0.431 | 0.87 | 1 | 0.063 | 1 |
| 0.434 | 0.87 | 1 | 0.063 | 1 |
| 0.436 | 0.871 | 1 | 0.063 | 1 |
| 0.439 | 0.872 | 1 | 0.063 | 1 |
| 0.441 | 0.873 | 1 | 0.063 | 1 |
| 0.444 | 0.874 | 1 | 0.063 | 1 |
| 0.446 | 0.874 | 1 | 0.063 | 1 |
| 0.449 | 0.875 | 1 | 0.063 | 1 |
| 0.451 | 0.876 | 1 | 0.063 | 1 |
| 0.454 | 0.877 | 1 | 0.063 | 1 |
| 0.456 | 0.878 | 1 | 0.063 | 1 |
| 0.459 | 0.879 | 1 | 0.063 | 1 |
| 0.461 | 0.88 | 1 | 0.063 | 1 |
| 0.464 | 0.881 | 1 | 0.063 | 1 |
| 0.466 | 0.881 | 1 | 0.063 | 1 |
| 0.469 | 0.882 | 1 | 0.063 | 1 |
| 0.471 | 0.883 | 1 | 0.063 | 1 |
| 0.474 | 0.884 | 1 | 0.063 | 1 |
| 0.476 | 0.885 | 1 | 0.063 | 1 |
| 0.479 | 0.886 | 1 | 0.063 | 1 |
| 0.481 | 0.887 | 1 | 0.063 | 1 |
| 0.484 | 0.888 | 1 | 0.063 | 1 |
| 0.486 | 0.889 | 1 | 0.063 | 1 |
| 0.489 | 0.89 | 1 | 0.063 | 1 |
| 0.491 | 0.891 | 1 | 0.063 | 1 |
| 0.494 | 0.892 | 1 | 0.063 | 1 |
| 0.496 | 0.893 | 1 | 0.063 | 1 |
| 0.499 | 0.894 | 1 | 0.063 | 1 |
| 0.501 | 0.895 | 1 | 0.063 | 1 |
| 0.504 | 0.896 | 1 | 0.063 | 1 |
| 0.506 | 0.897 | 1 | 0.063 | 1 |
| 0.509 | 0.898 | 1 | 0.063 | 1 |
| 0.511 | 0.899 | 1 | 0.063 | 1 |
| 0.514 | 0.9 | 1 | 0.063 | 1 |
| 0.516 | 0.901 | 1 | 0.063 | 1 |
| 0.519 | 0.902 | 1 | 0.063 | 1 |
| 0.521 | 0.903 | 1 | 0.063 | 1 |
| 0.524 | 0.904 | 1 | 0.063 | 1 |
| 0.526 | 0.905 | 1 | 0.063 | 1 |
| 0.529 | 0.906 | 1 | 0.063 | 1 |
| 0.531 | 0.907 | 1 | 0.063 | 1 |
| 0.534 | 0.908 | 1 | 0.063 | 1 |
| 0.536 | 0.909 | 1 | 0.063 | 1 |
| 0.539 | 0.91 | 1 | 0.063 | 1 |
| 0.541 | 0.911 | 1 | 0.063 | 1 |
| 0.544 | 0.913 | 1 | 0.063 | 1 |
| 0.546 | 0.914 | 1 | 0.063 | 1 |
| 0.549 | 0.915 | 1 | 0.063 | 1 |
| 0.551 | 0.916 | 1 | 0.063 | 1 |
| 0.554 | 0.917 | 1 | 0.063 | 1 |
| 0.556 | 0.918 | 1 | 0.063 | 1 |
| 0.559 | 0.92 | 1 | 0.063 | 1 |
| 0.561 | 0.921 | 1 | 0.063 | 1 |
| 0.564 | 0.922 | 1 | 0.063 | 1 |
| 0.566 | 0.923 | 1 | 0.063 | 1 |
| 0.569 | 0.924 | 1 | 0.063 | 1 |
| 0.571 | 0.926 | 1 | 0.063 | 1 |
| 0.574 | 0.927 | 1 | 0.063 | 1 |
| 0.576 | 0.928 | 1 | 0.063 | 1 |
| 0.579 | 0.93 | 1 | 0.063 | 1 |
| 0.581 | 0.931 | 1 | 0.063 | 1 |
| 0.584 | 0.932 | 1 | 0.063 | 1 |
| 0.586 | 0.933 | 1 | 0.063 | 1 |
| 0.589 | 0.935 | 1 | 0.063 | 1 |
| 0.591 | 0.936 | 1 | 0.063 | 1 |
| 0.594 | 0.937 | 1 | 0.063 | 1 |
| 0.596 | 0.939 | 1 | 0.063 | 1 |
| 0.599 | 0.94 | 1 | 0.063 | 1 |
| 0.602 | 0.942 | 1 | 0.063 | 1 |
| 0.604 | 0.943 | 1 | 0.063 | 1 |
| 0.607 | 0.944 | 1 | 0.063 | 1 |
| 0.609 | 0.946 | 1 | 0.063 | 1 |
| 0.612 | 0.947 | 1 | 0.063 | 1 |
| 0.614 | 0.949 | 1 | 0.063 | 1 |
| 0.617 | 0.95 | 1 | 0.063 | 1 |
| 0.619 | 0.952 | 1 | 0.063 | 1 |
| 0.622 | 0.953 | 1 | 0.063 | 1 |
| 0.624 | 0.955 | 1 | 0.063 | 1 |
| 0.627 | 0.956 | 1 | 0.063 | 1 |
| 0.629 | 0.958 | 1 | 0.063 | 1 |
| 0.632 | 0.959 | 1 | 0.063 | 1 |
| 0.634 | 0.961 | 1 | 0.063 | 1 |
| 0.637 | 0.962 | 1 | 0.063 | 1 |
| 0.639 | 0.964 | 1 | 0.063 | 1 |
| 0.642 | 0.965 | 1 | 0.063 | 1 |
| 0.644 | 0.967 | 1 | 0.063 | 1 |
| 0.647 | 0.969 | 1 | 0.063 | 1 |
| 0.649 | 0.97 | 1 | 0.063 | 1 |
| 0.652 | 0.972 | 1 | 0.063 | 1 |
| 0.654 | 0.974 | 1 | 0.063 | 1 |
| 0.657 | 0.975 | 1 | 0.063 | 1 |
| 0.659 | 0.977 | 1 | 0.063 | 1 |
| 0.662 | 0.979 | 1 | 0.063 | 1 |
| 0.664 | 0.981 | 1 | 0.063 | 1 |
| 0.667 | 0.982 | 1 | 0.063 | 1 |
| 0.669 | 0.984 | 1 | 0.063 | 1 |
| 0.672 | 0.986 | 1 | 0.063 | 1 |
| 0.674 | 0.988 | 1 | 0.063 | 1 |
| 0.677 | 0.99 | 1 | 0.063 | 1 |
| 0.679 | 0.992 | 1 | 0.063 | 1 |
| 0.682 | 0.994 | 1 | 0.063 | 1 |
| 0.684 | 0.996 | 1 | 0.063 | 1 |
| 0.687 | 0.997 | 1 | 0.063 | 1 |
| 0.689 | 0.999 | 1 | 0.063 | 1 |
| 0.692 | 1.001 | 1 | 0.063 | 1 |
| 0.694 | 1.003 | 1 | 0.063 | 1 |
| 0.697 | 1.005 | 1 | 0.063 | 1 |
| 0.699 | 1.008 | 1 | 0.063 | 1 |
| 0.702 | 1.01 | 1 | 0.063 | 1 |
| 0.704 | 1.012 | 1 | 0.063 | 1 |
| 0.707 | 1.014 | 1 | 0.063 | 1 |
| 0.709 | 1.016 | 1 | 0.063 | 1 |
| 0.712 | 1.018 | 1 | 0.063 | 1 |
| 0.714 | 1.021 | 1 | 0.063 | 1 |
| 0.717 | 1.023 | 1 | 0.063 | 1 |
| 0.719 | 1.025 | 1 | 0.063 | 1 |
| 0.722 | 1.027 | 1 | 0.063 | 1 |
| 0.724 | 1.03 | 1 | 0.063 | 1 |
| 0.727 | 1.032 | 1 | 0.063 | 1 |
| 0.729 | 1.035 | 1 | 0.063 | 1 |
| 0.732 | 1.037 | 1 | 0.063 | 1 |
| 0.734 | 1.04 | 1 | 0.063 | 1 |
| 0.737 | 1.042 | 1 | 0.063 | 1 |
| 0.739 | 1.045 | 1 | 0.063 | 1 |
| 0.742 | 1.047 | 1 | 0.063 | 1 |
| 0.744 | 1.05 | 1 | 0.063 | 1 |
| 0.747 | 1.053 | 1 | 0.063 | 1 |
| 0.749 | 1.055 | 1 | 0.063 | 1 |
| 0.752 | 1.058 | 1 | 0.063 | 1 |
| 0.754 | 1.061 | 1 | 0.063 | 1 |
| 0.757 | 1.064 | 1 | 0.063 | 1 |
| 0.759 | 1.067 | 1 | 0.063 | 1 |
| 0.762 | 1.07 | 1 | 0.063 | 1 |
| 0.764 | 1.073 | 1 | 0.063 | 1 |
| 0.767 | 1.076 | 1 | 0.063 | 1 |
| 0.769 | 1.079 | 1 | 0.063 | 1 |
| 0.772 | 1.082 | 1 | 0.063 | 1 |
| 0.774 | 1.085 | 1 | 0.063 | 1 |
| 0.777 | 1.088 | 1 | 0.063 | 1 |
| 0.779 | 1.092 | 1 | 0.063 | 1 |
| 0.782 | 1.095 | 1 | 0.063 | 1 |
| 0.784 | 1.098 | 1 | 0.063 | 1 |
| 0.787 | 1.102 | 1 | 0.063 | 1 |
| 0.789 | 1.105 | 1 | 0.063 | 1 |
| 0.792 | 1.109 | 1 | 0.063 | 1 |
| 0.794 | 1.113 | 1 | 0.063 | 1 |
| 0.797 | 1.116 | 1 | 0.063 | 1 |
| 0.799 | 1.12 | 1 | 0.063 | 1 |
| 0.802 | 1.124 | 1 | 0.063 | 1 |
| 0.805 | 1.128 | 1 | 0.063 | 1 |
| 0.807 | 1.132 | 1 | 0.063 | 1 |
| 0.81 | 1.136 | 1 | 0.063 | 1 |
| 0.812 | 1.141 | 1 | 0.063 | 1 |
| 0.815 | 1.145 | 1 | 0.063 | 1 |
| 0.817 | 1.149 | 1 | 0.063 | 1 |
| 0.82 | 1.154 | 1 | 0.063 | 1 |
| 0.822 | 1.158 | 1 | 0.063 | 1 |
| 0.825 | 1.163 | 1 | 0.063 | 1 |
| 0.827 | 1.168 | 1 | 0.063 | 1 |
| 0.83 | 1.173 | 1 | 0.063 | 1 |
| 0.832 | 1.178 | 1 | 0.063 | 1 |
| 0.835 | 1.183 | 1 | 0.063 | 1 |
| 0.837 | 1.188 | 1 | 0.063 | 1 |
| 0.84 | 1.194 | 1 | 0.063 | 1 |
| 0.842 | 1.199 | 1 | 0.063 | 1 |
| 0.845 | 1.205 | 1 | 0.063 | 1 |
| 0.847 | 1.21 | 1 | 0.063 | 1 |
| 0.85 | 1.216 | 1 | 0.063 | 1 |
| 0.852 | 1.222 | 1 | 0.063 | 1 |
| 0.855 | 1.228 | 1 | 0.063 | 1 |
| 0.857 | 1.235 | 1 | 0.063 | 1 |
| 0.86 | 1.241 | 1 | 0.063 | 1 |
| 0.862 | 1.248 | 1 | 0.063 | 1 |
| 0.865 | 1.255 | 1 | 0.063 | 1 |
| 0.867 | 1.262 | 1 | 0.063 | 1 |
| 0.87 | 1.269 | 1 | 0.063 | 1 |
| 0.872 | 1.276 | 1 | 0.063 | 1 |
| 0.875 | 1.284 | 1 | 0.063 | 1 |
| 0.877 | 1.291 | 1 | 0.063 | 1 |
| 0.88 | 1.299 | 1 | 0.063 | 1 |
| 0.882 | 1.307 | 1 | 0.063 | 1 |
| 0.885 | 1.316 | 1 | 0.063 | 1 |
| 0.887 | 1.324 | 1 | 0.063 | 1 |
| 0.89 | 1.333 | 1 | 0.063 | 1 |
| 0.892 | 1.342 | 1 | 0.063 | 1 |
| 0.895 | 1.351 | 1 | 0.063 | 1 |
| 0.897 | 1.361 | 1 | 0.063 | 1 |
| 0.9 | 1.37 | 1 | 0.063 | 1 |
| 0.902 | 1.38 | 1 | 0.063 | 1 |
| 0.905 | 1.391 | 1 | 0.063 | 1 |
| 0.907 | 1.401 | 1 | 0.063 | 1 |
| 0.91 | 1.412 | 1 | 0.063 | 1 |
| 0.912 | 1.423 | 1 | 0.063 | 1 |
| 0.915 | 1.434 | 1 | 0.063 | 1 |
| 0.917 | 1.446 | 1 | 0.063 | 1 |
| 0.92 | 1.458 | 1 | 0.063 | 1 |
| 0.922 | 1.471 | 1 | 0.063 | 1 |
| 0.925 | 1.483 | 1 | 0.063 | 1 |
| 0.927 | 1.496 | 1 | 0.063 | 1 |
| 0.93 | 1.51 | 1 | 0.063 | 1 |
| 0.932 | 1.523 | 1 | 0.063 | 1 |
| 0.935 | 1.538 | 1 | 0.063 | 1 |
| 0.937 | 1.552 | 1 | 0.063 | 1 |
| 0.94 | 1.567 | 1 | 0.063 | 1 |
| 0.942 | 1.582 | 1 | 0.063 | 1 |
| 0.945 | 1.597 | 1 | 0.063 | 1 |
| 0.947 | 1.613 | 1 | 0.063 | 1 |
| 0.95 | 1.629 | 1 | 0.063 | 1 |
| 0.952 | 1.646 | 1 | 0.063 | 1 |
| 0.955 | 1.663 | 1 | 0.063 | 1 |
| 0.957 | 1.68 | 1 | 0.063 | 1 |
| 0.96 | 1.697 | 1 | 0.063 | 1 |
| 0.962 | 1.715 | 1 | 0.063 | 1 |
| 0.965 | 1.733 | 1 | 0.063 | 1 |
| 0.967 | 1.751 | 1 | 0.063 | 1 |
| 0.97 | 1.77 | 1 | 0.063 | 1 |
| 0.972 | 1.788 | 1 | 0.063 | 1 |
| 0.975 | 1.807 | 1 | 0.063 | 1 |
| 0.977 | 1.825 | 1 | 0.063 | 1 |
| 0.98 | 1.844 | 1 | 0.063 | 1 |
| 0.982 | 1.862 | 1 | 0.063 | 1 |
| 0.985 | 1.881 | 1 | 0.063 | 1 |
| 0.987 | 1.898 | 1 | 0.063 | 1 |
| 0.99 | 1.916 | 1 | 0.063 | 1 |
| 0.992 | 1.933 | 1 | 0.063 | 1 |
| 0.995 | 1.949 | 1 | 0.063 | 1 |
| 0.997 | 1.964 | 1 | 0.063 | 1 |
| 1 | 1.979 | 1 | 0.063 | 1 |
(b) Aggregate labor income
| theta_Y | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.631 | 0.796 | 0.041 | 0.98 |
| 0.02 | 0.645 | 0.796 | 0.041 | 0.98 |
| 0.041 | 0.66 | 0.796 | 0.041 | 0.98 |
| 0.061 | 0.674 | 0.796 | 0.041 | 0.98 |
| 0.082 | 0.689 | 0.796 | 0.041 | 0.98 |
| 0.102 | 0.704 | 0.796 | 0.041 | 0.98 |
| 0.122 | 0.72 | 0.796 | 0.041 | 0.98 |
| 0.143 | 0.735 | 0.796 | 0.041 | 0.98 |
| 0.163 | 0.751 | 0.796 | 0.041 | 0.98 |
| 0.184 | 0.766 | 0.796 | 0.041 | 0.98 |
| 0.204 | 0.782 | 0.796 | 0.041 | 0.98 |
| 0.224 | 0.799 | 0.796 | 0.041 | 0.98 |
| 0.245 | 0.815 | 0.796 | 0.041 | 0.98 |
| 0.265 | 0.831 | 0.796 | 0.041 | 0.98 |
| 0.286 | 0.848 | 0.796 | 0.041 | 0.98 |
| 0.306 | 0.865 | 0.796 | 0.041 | 0.98 |
| 0.327 | 0.882 | 0.796 | 0.041 | 0.98 |
| 0.347 | 0.899 | 0.796 | 0.041 | 0.98 |
| 0.367 | 0.916 | 0.796 | 0.041 | 0.98 |
| 0.388 | 0.934 | 0.796 | 0.041 | 0.98 |
| 0.408 | 0.951 | 0.796 | 0.041 | 0.98 |
| 0.429 | 0.97 | 0.796 | 0.041 | 0.98 |
| 0.449 | 0.988 | 0.796 | 0.041 | 0.98 |
| 0.469 | 1.007 | 0.796 | 0.041 | 0.98 |
| 0.49 | 1.026 | 0.796 | 0.041 | 0.98 |
| 0.51 | 1.046 | 0.796 | 0.041 | 0.98 |
| 0.531 | 1.066 | 0.796 | 0.041 | 0.98 |
| 0.551 | 1.087 | 0.796 | 0.041 | 0.98 |
| 0.571 | 1.108 | 0.796 | 0.041 | 0.98 |
| 0.592 | 1.13 | 0.796 | 0.041 | 0.98 |
| 0.612 | 1.153 | 0.796 | 0.041 | 0.98 |
| 0.633 | 1.176 | 0.796 | 0.041 | 0.98 |
| 0.653 | 1.199 | 0.796 | 0.041 | 0.98 |
| 0.673 | 1.222 | 0.796 | 0.041 | 0.98 |
| 0.694 | 1.245 | 0.796 | 0.041 | 0.98 |
| 0.714 | 1.268 | 0.796 | 0.041 | 0.98 |
| 0.735 | 1.288 | 0.796 | 0.041 | 0.98 |
| 0.755 | 1.305 | 0.796 | 0.041 | 0.98 |
| 0.776 | 1.317 | 0.796 | 0.041 | 0.98 |
| 0.796 | 1.324 | 0.796 | 0.041 | 0.98 |
| 0.816 | 1.321 | 0.796 | 0.041 | 0.98 |
| 0.837 | 1.307 | 0.796 | 0.041 | 0.98 |
| 0.857 | 1.279 | 0.796 | 0.041 | 0.98 |
| 0.878 | 1.233 | 0.796 | 0.041 | 0.98 |
| 0.898 | 1.169 | 0.796 | 0.041 | 0.98 |
| 0.918 | 1.085 | 0.796 | 0.041 | 0.98 |
| 0.939 | 0.981 | 0.796 | 0.041 | 0.98 |
| 0.959 | 0.862 | 0.796 | 0.041 | 0.98 |
| 0.98 | 0.734 | 0.796 | 0.041 | 0.98 |
| 1 | 0.608 | 0.796 | 0.041 | 0.98 |
Figure 38: Comparison of consumption path: Fernald (2014)
shock
| Quarter | Empirical | Empirical_90CI_Upper | Empirical_90CI_Lower | Model_Sticky_Y_and_R | Model_Sticky_Y_only | Model_Sticky_R_only | Model_FIRE |
|---|---|---|---|---|---|---|---|
| 0 | 0.099 | 0.207 | -0.009 | 0.091 | 0.008 | 0.217 | 0.133 |
| 1 | 0.121 | 0.276 | -0.033 | 0.115 | 0.003 | 0.209 | 0.097 |
| 2 | 0.183 | 0.369 | -0.003 | 0.167 | 0.04 | 0.233 | 0.105 |
| 3 | 0.255 | 0.476 | 0.033 | 0.248 | 0.124 | 0.282 | 0.159 |
| 4 | 0.208 | 0.454 | -0.039 | 0.223 | 0.074 | 0.247 | 0.097 |
| 5 | 0.297 | 0.567 | 0.027 | 0.29 | 0.153 | 0.299 | 0.162 |
| 6 | 0.455 | 0.745 | 0.166 | 0.331 | 0.214 | 0.328 | 0.21 |
| 7 | 0.432 | 0.745 | 0.118 | 0.323 | 0.197 | 0.313 | 0.188 |
| 8 | 0.56 | 0.894 | 0.226 | 0.32 | 0.22 | 0.307 | 0.207 |
| 9 | 0.535 | 0.888 | 0.182 | 0.298 | 0.22 | 0.285 | 0.206 |
| 10 | 0.544 | 0.907 | 0.181 | 0.321 | 0.269 | 0.306 | 0.254 |
| 11 | 0.625 | 1.003 | 0.248 | 0.278 | 0.249 | 0.263 | 0.234 |
| 12 | 0.549 | 0.947 | 0.151 | 0.265 | 0.28 | 0.252 | 0.267 |
| 13 | 0.496 | 0.912 | 0.08 | 0.251 | 0.307 | 0.238 | 0.295 |
| 14 | 0.44 | 0.869 | 0.01 | 0.253 | 0.305 | 0.241 | 0.293 |
| 15 | 0.539 | 0.979 | 0.099 | 0.257 | 0.346 | 0.246 | 0.335 |
Figure 39: Impulse responses to Francis, Owyang, Roush, and DiCecio
(2014) shock
| Quarter | C_IRF | C_SE | C_90CI_Upper | C_90CI_Lower | Y_earned_IRF | Y_earned_SE | Y_earned_90CI_Upper | Y_earned_90CI_Lower | R_IRF | R_SE | R_90CI_Upper | R_90CI_Lower | S_IRF | S_SE | S_90CI_Upper | S_90CI_Lower |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.229 | 0.062 | 0.332 | 0.127 | 0.135 | 0.138 | 0.362 | -0.091 | -0.056 | 0.082 | 0.079 | -0.191 | -4.138 | 1.887 | -1.033 | -7.242 |
| 1 | 0.297 | 0.089 | 0.444 | 0.15 | 0.425 | 0.156 | 0.681 | 0.169 | 0.016 | 0.107 | 0.193 | -0.16 | -3.14 | 1.818 | -0.149 | -6.131 |
| 2 | 0.378 | 0.108 | 0.556 | 0.2 | 0.258 | 0.176 | 0.547 | -0.031 | 0.019 | 0.112 | 0.203 | -0.165 | -4.705 | 1.831 | -1.693 | -7.717 |
| 3 | 0.396 | 0.131 | 0.611 | 0.181 | 0.367 | 0.248 | 0.775 | -0.04 | 0.165 | 0.123 | 0.367 | -0.038 | -4.476 | 1.898 | -1.353 | -7.599 |
| 4 | 0.335 | 0.147 | 0.577 | 0.094 | 0.307 | 0.268 | 0.748 | -0.134 | 0.149 | 0.133 | 0.367 | -0.07 | -4.088 | 1.865 | -1.02 | -7.157 |
| 5 | 0.293 | 0.162 | 0.559 | 0.028 | 0.254 | 0.271 | 0.701 | -0.192 | 0.226 | 0.143 | 0.462 | -0.01 | -6.103 | 1.879 | -3.013 | -9.194 |
| 6 | 0.322 | 0.175 | 0.61 | 0.034 | 0.343 | 0.282 | 0.807 | -0.122 | 0.229 | 0.151 | 0.477 | -0.019 | -4.164 | 1.945 | -0.965 | -7.362 |
| 7 | 0.23 | 0.19 | 0.543 | -0.084 | 0.268 | 0.284 | 0.735 | -0.199 | 0.124 | 0.153 | 0.375 | -0.127 | -5.611 | 1.792 | -2.663 | -8.559 |
| 8 | 0.224 | 0.202 | 0.557 | -0.108 | 0.205 | 0.285 | 0.674 | -0.265 | -0.004 | 0.157 | 0.255 | -0.263 | -2.856 | 1.815 | 0.13 | -5.841 |
| 9 | 0.25 | 0.213 | 0.601 | -0.1 | 0.297 | 0.294 | 0.78 | -0.186 | 0.008 | 0.162 | 0.274 | -0.258 | -4.76 | 1.728 | -1.918 | -7.602 |
| 10 | 0.228 | 0.219 | 0.589 | -0.133 | 0.424 | 0.305 | 0.926 | -0.078 | 0.098 | 0.164 | 0.368 | -0.173 | -5.244 | 1.856 | -2.191 | -8.297 |
| 11 | 0.302 | 0.229 | 0.679 | -0.075 | 0.396 | 0.312 | 0.91 | -0.118 | -0.012 | 0.167 | 0.262 | -0.287 | -5.354 | 1.92 | -2.196 | -8.512 |
| 12 | 0.244 | 0.241 | 0.641 | -0.153 | 0.307 | 0.322 | 0.837 | -0.222 | 0.115 | 0.169 | 0.393 | -0.163 | -4.044 | 1.876 | -0.958 | -7.131 |
| 13 | 0.244 | 0.25 | 0.655 | -0.167 | 0.232 | 0.331 | 0.775 | -0.312 | 0.069 | 0.166 | 0.342 | -0.204 | -4.93 | 1.762 | -2.032 | -7.828 |
| 14 | 0.224 | 0.257 | 0.646 | -0.199 | 0.202 | 0.337 | 0.756 | -0.353 | -0.006 | 0.16 | 0.257 | -0.269 | -2.908 | 1.878 | 0.181 | -5.996 |
| 15 | 0.259 | 0.263 | 0.692 | -0.174 | 0.242 | 0.301 | 0.738 | -0.253 | 0.111 | 0.158 | 0.371 | -0.149 | -5.284 | 1.748 | -2.408 | -8.16 |
Figure 40:
(a) Interest rate
(b) Aggregate labor income
(a) Interest rate
| theta_R | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 0.392 | 1 | 0.123 | 1 |
| 0.003 | 0.393 | 1 | 0.123 | 1 |
| 0.005 | 0.393 | 1 | 0.123 | 1 |
| 0.008 | 0.393 | 1 | 0.123 | 1 |
| 0.01 | 0.393 | 1 | 0.123 | 1 |
| 0.013 | 0.394 | 1 | 0.123 | 1 |
| 0.015 | 0.394 | 1 | 0.123 | 1 |
| 0.018 | 0.394 | 1 | 0.123 | 1 |
| 0.02 | 0.395 | 1 | 0.123 | 1 |
| 0.023 | 0.395 | 1 | 0.123 | 1 |
| 0.025 | 0.395 | 1 | 0.123 | 1 |
| 0.028 | 0.395 | 1 | 0.123 | 1 |
| 0.03 | 0.396 | 1 | 0.123 | 1 |
| 0.033 | 0.396 | 1 | 0.123 | 1 |
| 0.035 | 0.396 | 1 | 0.123 | 1 |
| 0.038 | 0.397 | 1 | 0.123 | 1 |
| 0.04 | 0.397 | 1 | 0.123 | 1 |
| 0.043 | 0.397 | 1 | 0.123 | 1 |
| 0.045 | 0.398 | 1 | 0.123 | 1 |
| 0.048 | 0.398 | 1 | 0.123 | 1 |
| 0.05 | 0.398 | 1 | 0.123 | 1 |
| 0.053 | 0.398 | 1 | 0.123 | 1 |
| 0.055 | 0.399 | 1 | 0.123 | 1 |
| 0.058 | 0.399 | 1 | 0.123 | 1 |
| 0.06 | 0.399 | 1 | 0.123 | 1 |
| 0.063 | 0.4 | 1 | 0.123 | 1 |
| 0.065 | 0.4 | 1 | 0.123 | 1 |
| 0.068 | 0.4 | 1 | 0.123 | 1 |
| 0.07 | 0.4 | 1 | 0.123 | 1 |
| 0.073 | 0.401 | 1 | 0.123 | 1 |
| 0.075 | 0.401 | 1 | 0.123 | 1 |
| 0.078 | 0.401 | 1 | 0.123 | 1 |
| 0.08 | 0.402 | 1 | 0.123 | 1 |
| 0.083 | 0.402 | 1 | 0.123 | 1 |
| 0.085 | 0.402 | 1 | 0.123 | 1 |
| 0.088 | 0.402 | 1 | 0.123 | 1 |
| 0.09 | 0.403 | 1 | 0.123 | 1 |
| 0.093 | 0.403 | 1 | 0.123 | 1 |
| 0.095 | 0.403 | 1 | 0.123 | 1 |
| 0.098 | 0.404 | 1 | 0.123 | 1 |
| 0.1 | 0.404 | 1 | 0.123 | 1 |
| 0.103 | 0.404 | 1 | 0.123 | 1 |
| 0.105 | 0.405 | 1 | 0.123 | 1 |
| 0.108 | 0.405 | 1 | 0.123 | 1 |
| 0.11 | 0.405 | 1 | 0.123 | 1 |
| 0.113 | 0.405 | 1 | 0.123 | 1 |
| 0.115 | 0.406 | 1 | 0.123 | 1 |
| 0.118 | 0.406 | 1 | 0.123 | 1 |
| 0.12 | 0.406 | 1 | 0.123 | 1 |
| 0.123 | 0.407 | 1 | 0.123 | 1 |
| 0.125 | 0.407 | 1 | 0.123 | 1 |
| 0.128 | 0.407 | 1 | 0.123 | 1 |
| 0.13 | 0.408 | 1 | 0.123 | 1 |
| 0.133 | 0.408 | 1 | 0.123 | 1 |
| 0.135 | 0.408 | 1 | 0.123 | 1 |
| 0.138 | 0.409 | 1 | 0.123 | 1 |
| 0.14 | 0.409 | 1 | 0.123 | 1 |
| 0.143 | 0.409 | 1 | 0.123 | 1 |
| 0.145 | 0.41 | 1 | 0.123 | 1 |
| 0.148 | 0.41 | 1 | 0.123 | 1 |
| 0.15 | 0.41 | 1 | 0.123 | 1 |
| 0.153 | 0.411 | 1 | 0.123 | 1 |
| 0.155 | 0.411 | 1 | 0.123 | 1 |
| 0.158 | 0.411 | 1 | 0.123 | 1 |
| 0.16 | 0.412 | 1 | 0.123 | 1 |
| 0.163 | 0.412 | 1 | 0.123 | 1 |
| 0.165 | 0.412 | 1 | 0.123 | 1 |
| 0.168 | 0.413 | 1 | 0.123 | 1 |
| 0.17 | 0.413 | 1 | 0.123 | 1 |
| 0.173 | 0.413 | 1 | 0.123 | 1 |
| 0.175 | 0.414 | 1 | 0.123 | 1 |
| 0.178 | 0.414 | 1 | 0.123 | 1 |
| 0.18 | 0.414 | 1 | 0.123 | 1 |
| 0.183 | 0.415 | 1 | 0.123 | 1 |
| 0.185 | 0.415 | 1 | 0.123 | 1 |
| 0.188 | 0.415 | 1 | 0.123 | 1 |
| 0.19 | 0.416 | 1 | 0.123 | 1 |
| 0.193 | 0.416 | 1 | 0.123 | 1 |
| 0.195 | 0.416 | 1 | 0.123 | 1 |
| 0.198 | 0.417 | 1 | 0.123 | 1 |
| 0.201 | 0.417 | 1 | 0.123 | 1 |
| 0.203 | 0.418 | 1 | 0.123 | 1 |
| 0.206 | 0.418 | 1 | 0.123 | 1 |
| 0.208 | 0.418 | 1 | 0.123 | 1 |
| 0.211 | 0.419 | 1 | 0.123 | 1 |
| 0.213 | 0.419 | 1 | 0.123 | 1 |
| 0.216 | 0.419 | 1 | 0.123 | 1 |
| 0.218 | 0.42 | 1 | 0.123 | 1 |
| 0.221 | 0.42 | 1 | 0.123 | 1 |
| 0.223 | 0.421 | 1 | 0.123 | 1 |
| 0.226 | 0.421 | 1 | 0.123 | 1 |
| 0.228 | 0.421 | 1 | 0.123 | 1 |
| 0.231 | 0.422 | 1 | 0.123 | 1 |
| 0.233 | 0.422 | 1 | 0.123 | 1 |
| 0.236 | 0.423 | 1 | 0.123 | 1 |
| 0.238 | 0.423 | 1 | 0.123 | 1 |
| 0.241 | 0.424 | 1 | 0.123 | 1 |
| 0.243 | 0.424 | 1 | 0.123 | 1 |
| 0.246 | 0.424 | 1 | 0.123 | 1 |
| 0.248 | 0.425 | 1 | 0.123 | 1 |
| 0.251 | 0.425 | 1 | 0.123 | 1 |
| 0.253 | 0.426 | 1 | 0.123 | 1 |
| 0.256 | 0.426 | 1 | 0.123 | 1 |
| 0.258 | 0.427 | 1 | 0.123 | 1 |
| 0.261 | 0.427 | 1 | 0.123 | 1 |
| 0.263 | 0.427 | 1 | 0.123 | 1 |
| 0.266 | 0.428 | 1 | 0.123 | 1 |
| 0.268 | 0.428 | 1 | 0.123 | 1 |
| 0.271 | 0.429 | 1 | 0.123 | 1 |
| 0.273 | 0.429 | 1 | 0.123 | 1 |
| 0.276 | 0.43 | 1 | 0.123 | 1 |
| 0.278 | 0.43 | 1 | 0.123 | 1 |
| 0.281 | 0.431 | 1 | 0.123 | 1 |
| 0.283 | 0.431 | 1 | 0.123 | 1 |
| 0.286 | 0.432 | 1 | 0.123 | 1 |
| 0.288 | 0.432 | 1 | 0.123 | 1 |
| 0.291 | 0.433 | 1 | 0.123 | 1 |
| 0.293 | 0.433 | 1 | 0.123 | 1 |
| 0.296 | 0.434 | 1 | 0.123 | 1 |
| 0.298 | 0.434 | 1 | 0.123 | 1 |
| 0.301 | 0.435 | 1 | 0.123 | 1 |
| 0.303 | 0.435 | 1 | 0.123 | 1 |
| 0.306 | 0.436 | 1 | 0.123 | 1 |
| 0.308 | 0.437 | 1 | 0.123 | 1 |
| 0.311 | 0.437 | 1 | 0.123 | 1 |
| 0.313 | 0.438 | 1 | 0.123 | 1 |
| 0.316 | 0.438 | 1 | 0.123 | 1 |
| 0.318 | 0.439 | 1 | 0.123 | 1 |
| 0.321 | 0.439 | 1 | 0.123 | 1 |
| 0.323 | 0.44 | 1 | 0.123 | 1 |
| 0.326 | 0.441 | 1 | 0.123 | 1 |
| 0.328 | 0.441 | 1 | 0.123 | 1 |
| 0.331 | 0.442 | 1 | 0.123 | 1 |
| 0.333 | 0.442 | 1 | 0.123 | 1 |
| 0.336 | 0.443 | 1 | 0.123 | 1 |
| 0.338 | 0.444 | 1 | 0.123 | 1 |
| 0.341 | 0.444 | 1 | 0.123 | 1 |
| 0.343 | 0.445 | 1 | 0.123 | 1 |
| 0.346 | 0.446 | 1 | 0.123 | 1 |
| 0.348 | 0.446 | 1 | 0.123 | 1 |
| 0.351 | 0.447 | 1 | 0.123 | 1 |
| 0.353 | 0.448 | 1 | 0.123 | 1 |
| 0.356 | 0.448 | 1 | 0.123 | 1 |
| 0.358 | 0.449 | 1 | 0.123 | 1 |
| 0.361 | 0.45 | 1 | 0.123 | 1 |
| 0.363 | 0.45 | 1 | 0.123 | 1 |
| 0.366 | 0.451 | 1 | 0.123 | 1 |
| 0.368 | 0.452 | 1 | 0.123 | 1 |
| 0.371 | 0.453 | 1 | 0.123 | 1 |
| 0.373 | 0.453 | 1 | 0.123 | 1 |
| 0.376 | 0.454 | 1 | 0.123 | 1 |
| 0.378 | 0.455 | 1 | 0.123 | 1 |
| 0.381 | 0.456 | 1 | 0.123 | 1 |
| 0.383 | 0.456 | 1 | 0.123 | 1 |
| 0.386 | 0.457 | 1 | 0.123 | 1 |
| 0.388 | 0.458 | 1 | 0.123 | 1 |
| 0.391 | 0.459 | 1 | 0.123 | 1 |
| 0.393 | 0.46 | 1 | 0.123 | 1 |
| 0.396 | 0.46 | 1 | 0.123 | 1 |
| 0.398 | 0.461 | 1 | 0.123 | 1 |
| 0.401 | 0.462 | 1 | 0.123 | 1 |
| 0.404 | 0.463 | 1 | 0.123 | 1 |
| 0.406 | 0.464 | 1 | 0.123 | 1 |
| 0.409 | 0.465 | 1 | 0.123 | 1 |
| 0.411 | 0.466 | 1 | 0.123 | 1 |
| 0.414 | 0.467 | 1 | 0.123 | 1 |
| 0.416 | 0.467 | 1 | 0.123 | 1 |
| 0.419 | 0.468 | 1 | 0.123 | 1 |
| 0.421 | 0.469 | 1 | 0.123 | 1 |
| 0.424 | 0.47 | 1 | 0.123 | 1 |
| 0.426 | 0.471 | 1 | 0.123 | 1 |
| 0.429 | 0.472 | 1 | 0.123 | 1 |
| 0.431 | 0.473 | 1 | 0.123 | 1 |
| 0.434 | 0.474 | 1 | 0.123 | 1 |
| 0.436 | 0.475 | 1 | 0.123 | 1 |
| 0.439 | 0.476 | 1 | 0.123 | 1 |
| 0.441 | 0.477 | 1 | 0.123 | 1 |
| 0.444 | 0.478 | 1 | 0.123 | 1 |
| 0.446 | 0.479 | 1 | 0.123 | 1 |
| 0.449 | 0.481 | 1 | 0.123 | 1 |
| 0.451 | 0.482 | 1 | 0.123 | 1 |
| 0.454 | 0.483 | 1 | 0.123 | 1 |
| 0.456 | 0.484 | 1 | 0.123 | 1 |
| 0.459 | 0.485 | 1 | 0.123 | 1 |
| 0.461 | 0.486 | 1 | 0.123 | 1 |
| 0.464 | 0.487 | 1 | 0.123 | 1 |
| 0.466 | 0.489 | 1 | 0.123 | 1 |
| 0.469 | 0.49 | 1 | 0.123 | 1 |
| 0.471 | 0.491 | 1 | 0.123 | 1 |
| 0.474 | 0.492 | 1 | 0.123 | 1 |
| 0.476 | 0.494 | 1 | 0.123 | 1 |
| 0.479 | 0.495 | 1 | 0.123 | 1 |
| 0.481 | 0.496 | 1 | 0.123 | 1 |
| 0.484 | 0.498 | 1 | 0.123 | 1 |
| 0.486 | 0.499 | 1 | 0.123 | 1 |
| 0.489 | 0.5 | 1 | 0.123 | 1 |
| 0.491 | 0.502 | 1 | 0.123 | 1 |
| 0.494 | 0.503 | 1 | 0.123 | 1 |
| 0.496 | 0.504 | 1 | 0.123 | 1 |
| 0.499 | 0.506 | 1 | 0.123 | 1 |
| 0.501 | 0.507 | 1 | 0.123 | 1 |
| 0.504 | 0.509 | 1 | 0.123 | 1 |
| 0.506 | 0.51 | 1 | 0.123 | 1 |
| 0.509 | 0.512 | 1 | 0.123 | 1 |
| 0.511 | 0.513 | 1 | 0.123 | 1 |
| 0.514 | 0.515 | 1 | 0.123 | 1 |
| 0.516 | 0.517 | 1 | 0.123 | 1 |
| 0.519 | 0.518 | 1 | 0.123 | 1 |
| 0.521 | 0.52 | 1 | 0.123 | 1 |
| 0.524 | 0.522 | 1 | 0.123 | 1 |
| 0.526 | 0.523 | 1 | 0.123 | 1 |
| 0.529 | 0.525 | 1 | 0.123 | 1 |
| 0.531 | 0.527 | 1 | 0.123 | 1 |
| 0.534 | 0.529 | 1 | 0.123 | 1 |
| 0.536 | 0.53 | 1 | 0.123 | 1 |
| 0.539 | 0.532 | 1 | 0.123 | 1 |
| 0.541 | 0.534 | 1 | 0.123 | 1 |
| 0.544 | 0.536 | 1 | 0.123 | 1 |
| 0.546 | 0.538 | 1 | 0.123 | 1 |
| 0.549 | 0.54 | 1 | 0.123 | 1 |
| 0.551 | 0.542 | 1 | 0.123 | 1 |
| 0.554 | 0.544 | 1 | 0.123 | 1 |
| 0.556 | 0.546 | 1 | 0.123 | 1 |
| 0.559 | 0.548 | 1 | 0.123 | 1 |
| 0.561 | 0.55 | 1 | 0.123 | 1 |
| 0.564 | 0.552 | 1 | 0.123 | 1 |
| 0.566 | 0.554 | 1 | 0.123 | 1 |
| 0.569 | 0.556 | 1 | 0.123 | 1 |
| 0.571 | 0.559 | 1 | 0.123 | 1 |
| 0.574 | 0.561 | 1 | 0.123 | 1 |
| 0.576 | 0.563 | 1 | 0.123 | 1 |
| 0.579 | 0.566 | 1 | 0.123 | 1 |
| 0.581 | 0.568 | 1 | 0.123 | 1 |
| 0.584 | 0.57 | 1 | 0.123 | 1 |
| 0.586 | 0.573 | 1 | 0.123 | 1 |
| 0.589 | 0.575 | 1 | 0.123 | 1 |
| 0.591 | 0.578 | 1 | 0.123 | 1 |
| 0.594 | 0.581 | 1 | 0.123 | 1 |
| 0.596 | 0.583 | 1 | 0.123 | 1 |
| 0.599 | 0.586 | 1 | 0.123 | 1 |
| 0.602 | 0.589 | 1 | 0.123 | 1 |
| 0.604 | 0.591 | 1 | 0.123 | 1 |
| 0.607 | 0.594 | 1 | 0.123 | 1 |
| 0.609 | 0.597 | 1 | 0.123 | 1 |
| 0.612 | 0.6 | 1 | 0.123 | 1 |
| 0.614 | 0.603 | 1 | 0.123 | 1 |
| 0.617 | 0.606 | 1 | 0.123 | 1 |
| 0.619 | 0.609 | 1 | 0.123 | 1 |
| 0.622 | 0.612 | 1 | 0.123 | 1 |
| 0.624 | 0.615 | 1 | 0.123 | 1 |
| 0.627 | 0.619 | 1 | 0.123 | 1 |
| 0.629 | 0.622 | 1 | 0.123 | 1 |
| 0.632 | 0.625 | 1 | 0.123 | 1 |
| 0.634 | 0.629 | 1 | 0.123 | 1 |
| 0.637 | 0.632 | 1 | 0.123 | 1 |
| 0.639 | 0.636 | 1 | 0.123 | 1 |
| 0.642 | 0.639 | 1 | 0.123 | 1 |
| 0.644 | 0.643 | 1 | 0.123 | 1 |
| 0.647 | 0.647 | 1 | 0.123 | 1 |
| 0.649 | 0.651 | 1 | 0.123 | 1 |
| 0.652 | 0.655 | 1 | 0.123 | 1 |
| 0.654 | 0.659 | 1 | 0.123 | 1 |
| 0.657 | 0.663 | 1 | 0.123 | 1 |
| 0.659 | 0.667 | 1 | 0.123 | 1 |
| 0.662 | 0.671 | 1 | 0.123 | 1 |
| 0.664 | 0.675 | 1 | 0.123 | 1 |
| 0.667 | 0.68 | 1 | 0.123 | 1 |
| 0.669 | 0.684 | 1 | 0.123 | 1 |
| 0.672 | 0.689 | 1 | 0.123 | 1 |
| 0.674 | 0.693 | 1 | 0.123 | 1 |
| 0.677 | 0.698 | 1 | 0.123 | 1 |
| 0.679 | 0.703 | 1 | 0.123 | 1 |
| 0.682 | 0.708 | 1 | 0.123 | 1 |
| 0.684 | 0.713 | 1 | 0.123 | 1 |
| 0.687 | 0.718 | 1 | 0.123 | 1 |
| 0.689 | 0.723 | 1 | 0.123 | 1 |
| 0.692 | 0.728 | 1 | 0.123 | 1 |
| 0.694 | 0.734 | 1 | 0.123 | 1 |
| 0.697 | 0.739 | 1 | 0.123 | 1 |
| 0.699 | 0.745 | 1 | 0.123 | 1 |
| 0.702 | 0.751 | 1 | 0.123 | 1 |
| 0.704 | 0.757 | 1 | 0.123 | 1 |
| 0.707 | 0.763 | 1 | 0.123 | 1 |
| 0.709 | 0.769 | 1 | 0.123 | 1 |
| 0.712 | 0.775 | 1 | 0.123 | 1 |
| 0.714 | 0.781 | 1 | 0.123 | 1 |
| 0.717 | 0.788 | 1 | 0.123 | 1 |
| 0.719 | 0.795 | 1 | 0.123 | 1 |
| 0.722 | 0.802 | 1 | 0.123 | 1 |
| 0.724 | 0.809 | 1 | 0.123 | 1 |
| 0.727 | 0.816 | 1 | 0.123 | 1 |
| 0.729 | 0.823 | 1 | 0.123 | 1 |
| 0.732 | 0.831 | 1 | 0.123 | 1 |
| 0.734 | 0.838 | 1 | 0.123 | 1 |
| 0.737 | 0.846 | 1 | 0.123 | 1 |
| 0.739 | 0.854 | 1 | 0.123 | 1 |
| 0.742 | 0.862 | 1 | 0.123 | 1 |
| 0.744 | 0.871 | 1 | 0.123 | 1 |
| 0.747 | 0.88 | 1 | 0.123 | 1 |
| 0.749 | 0.888 | 1 | 0.123 | 1 |
| 0.752 | 0.897 | 1 | 0.123 | 1 |
| 0.754 | 0.907 | 1 | 0.123 | 1 |
| 0.757 | 0.916 | 1 | 0.123 | 1 |
| 0.759 | 0.926 | 1 | 0.123 | 1 |
| 0.762 | 0.936 | 1 | 0.123 | 1 |
| 0.764 | 0.946 | 1 | 0.123 | 1 |
| 0.767 | 0.957 | 1 | 0.123 | 1 |
| 0.769 | 0.968 | 1 | 0.123 | 1 |
| 0.772 | 0.979 | 1 | 0.123 | 1 |
| 0.774 | 0.99 | 1 | 0.123 | 1 |
| 0.777 | 1.002 | 1 | 0.123 | 1 |
| 0.779 | 1.014 | 1 | 0.123 | 1 |
| 0.782 | 1.026 | 1 | 0.123 | 1 |
| 0.784 | 1.038 | 1 | 0.123 | 1 |
| 0.787 | 1.051 | 1 | 0.123 | 1 |
| 0.789 | 1.065 | 1 | 0.123 | 1 |
| 0.792 | 1.078 | 1 | 0.123 | 1 |
| 0.794 | 1.092 | 1 | 0.123 | 1 |
| 0.797 | 1.107 | 1 | 0.123 | 1 |
| 0.799 | 1.122 | 1 | 0.123 | 1 |
| 0.802 | 1.137 | 1 | 0.123 | 1 |
| 0.805 | 1.153 | 1 | 0.123 | 1 |
| 0.807 | 1.169 | 1 | 0.123 | 1 |
| 0.81 | 1.185 | 1 | 0.123 | 1 |
| 0.812 | 1.203 | 1 | 0.123 | 1 |
| 0.815 | 1.22 | 1 | 0.123 | 1 |
| 0.817 | 1.238 | 1 | 0.123 | 1 |
| 0.82 | 1.257 | 1 | 0.123 | 1 |
| 0.822 | 1.276 | 1 | 0.123 | 1 |
| 0.825 | 1.296 | 1 | 0.123 | 1 |
| 0.827 | 1.317 | 1 | 0.123 | 1 |
| 0.83 | 1.338 | 1 | 0.123 | 1 |
| 0.832 | 1.36 | 1 | 0.123 | 1 |
| 0.835 | 1.382 | 1 | 0.123 | 1 |
| 0.837 | 1.405 | 1 | 0.123 | 1 |
| 0.84 | 1.429 | 1 | 0.123 | 1 |
| 0.842 | 1.454 | 1 | 0.123 | 1 |
| 0.845 | 1.479 | 1 | 0.123 | 1 |
| 0.847 | 1.506 | 1 | 0.123 | 1 |
| 0.85 | 1.533 | 1 | 0.123 | 1 |
| 0.852 | 1.561 | 1 | 0.123 | 1 |
| 0.855 | 1.59 | 1 | 0.123 | 1 |
| 0.857 | 1.62 | 1 | 0.123 | 1 |
| 0.86 | 1.651 | 1 | 0.123 | 1 |
| 0.862 | 1.683 | 1 | 0.123 | 1 |
| 0.865 | 1.716 | 1 | 0.123 | 1 |
| 0.867 | 1.75 | 1 | 0.123 | 1 |
| 0.87 | 1.786 | 1 | 0.123 | 1 |
| 0.872 | 1.822 | 1 | 0.123 | 1 |
| 0.875 | 1.86 | 1 | 0.123 | 1 |
| 0.877 | 1.9 | 1 | 0.123 | 1 |
| 0.88 | 1.941 | 1 | 0.123 | 1 |
| 0.882 | 1.983 | 1 | 0.123 | 1 |
| 0.885 | 2.026 | 1 | 0.123 | 1 |
| 0.887 | 2.072 | 1 | 0.123 | 1 |
| 0.89 | 2.119 | 1 | 0.123 | 1 |
| 0.892 | 2.167 | 1 | 0.123 | 1 |
| 0.895 | 2.218 | 1 | 0.123 | 1 |
| 0.897 | 2.27 | 1 | 0.123 | 1 |
| 0.9 | 2.324 | 1 | 0.123 | 1 |
| 0.902 | 2.38 | 1 | 0.123 | 1 |
| 0.905 | 2.438 | 1 | 0.123 | 1 |
| 0.907 | 2.498 | 1 | 0.123 | 1 |
| 0.91 | 2.56 | 1 | 0.123 | 1 |
| 0.912 | 2.625 | 1 | 0.123 | 1 |
| 0.915 | 2.692 | 1 | 0.123 | 1 |
| 0.917 | 2.761 | 1 | 0.123 | 1 |
| 0.92 | 2.833 | 1 | 0.123 | 1 |
| 0.922 | 2.907 | 1 | 0.123 | 1 |
| 0.925 | 2.984 | 1 | 0.123 | 1 |
| 0.927 | 3.064 | 1 | 0.123 | 1 |
| 0.93 | 3.146 | 1 | 0.123 | 1 |
| 0.932 | 3.231 | 1 | 0.123 | 1 |
| 0.935 | 3.319 | 1 | 0.123 | 1 |
| 0.937 | 3.41 | 1 | 0.123 | 1 |
| 0.94 | 3.503 | 1 | 0.123 | 1 |
| 0.942 | 3.6 | 1 | 0.123 | 1 |
| 0.945 | 3.699 | 1 | 0.123 | 1 |
| 0.947 | 3.801 | 1 | 0.123 | 1 |
| 0.95 | 3.906 | 1 | 0.123 | 1 |
| 0.952 | 4.014 | 1 | 0.123 | 1 |
| 0.955 | 4.124 | 1 | 0.123 | 1 |
| 0.957 | 4.237 | 1 | 0.123 | 1 |
| 0.96 | 4.352 | 1 | 0.123 | 1 |
| 0.962 | 4.47 | 1 | 0.123 | 1 |
| 0.965 | 4.589 | 1 | 0.123 | 1 |
| 0.967 | 4.709 | 1 | 0.123 | 1 |
| 0.97 | 4.831 | 1 | 0.123 | 1 |
| 0.972 | 4.954 | 1 | 0.123 | 1 |
| 0.975 | 5.077 | 1 | 0.123 | 1 |
| 0.977 | 5.199 | 1 | 0.123 | 1 |
| 0.98 | 5.321 | 1 | 0.123 | 1 |
| 0.982 | 5.44 | 1 | 0.123 | 1 |
| 0.985 | 5.558 | 1 | 0.123 | 1 |
| 0.987 | 5.671 | 1 | 0.123 | 1 |
| 0.99 | 5.781 | 1 | 0.123 | 1 |
| 0.992 | 5.885 | 1 | 0.123 | 1 |
| 0.995 | 5.982 | 1 | 0.123 | 1 |
| 0.997 | 6.071 | 1 | 0.123 | 1 |
| 1 | 6.151 | 1 | 0.123 | 1 |
(b) Aggregate labor income
| theta_Y | Posterior Density | Posterior Mode | HPD_95_Lower | HPD_95_Upper |
|---|---|---|---|---|
| 0 | 1.244 | 0.306 | 0 | 0.755 |
| 0.02 | 1.271 | 0.306 | 0 | 0.755 |
| 0.041 | 1.298 | 0.306 | 0 | 0.755 |
| 0.061 | 1.325 | 0.306 | 0 | 0.755 |
| 0.082 | 1.35 | 0.306 | 0 | 0.755 |
| 0.102 | 1.375 | 0.306 | 0 | 0.755 |
| 0.122 | 1.399 | 0.306 | 0 | 0.755 |
| 0.143 | 1.421 | 0.306 | 0 | 0.755 |
| 0.163 | 1.442 | 0.306 | 0 | 0.755 |
| 0.184 | 1.461 | 0.306 | 0 | 0.755 |
| 0.204 | 1.478 | 0.306 | 0 | 0.755 |
| 0.224 | 1.493 | 0.306 | 0 | 0.755 |
| 0.245 | 1.505 | 0.306 | 0 | 0.755 |
| 0.265 | 1.514 | 0.306 | 0 | 0.755 |
| 0.286 | 1.519 | 0.306 | 0 | 0.755 |
| 0.306 | 1.521 | 0.306 | 0 | 0.755 |
| 0.327 | 1.518 | 0.306 | 0 | 0.755 |
| 0.347 | 1.511 | 0.306 | 0 | 0.755 |
| 0.367 | 1.498 | 0.306 | 0 | 0.755 |
| 0.388 | 1.481 | 0.306 | 0 | 0.755 |
| 0.408 | 1.457 | 0.306 | 0 | 0.755 |
| 0.429 | 1.428 | 0.306 | 0 | 0.755 |
| 0.449 | 1.394 | 0.306 | 0 | 0.755 |
| 0.469 | 1.353 | 0.306 | 0 | 0.755 |
| 0.49 | 1.306 | 0.306 | 0 | 0.755 |
| 0.51 | 1.254 | 0.306 | 0 | 0.755 |
| 0.531 | 1.197 | 0.306 | 0 | 0.755 |
| 0.551 | 1.135 | 0.306 | 0 | 0.755 |
| 0.571 | 1.069 | 0.306 | 0 | 0.755 |
| 0.592 | 1 | 0.306 | 0 | 0.755 |
| 0.612 | 0.929 | 0.306 | 0 | 0.755 |
| 0.633 | 0.856 | 0.306 | 0 | 0.755 |
| 0.653 | 0.783 | 0.306 | 0 | 0.755 |
| 0.673 | 0.71 | 0.306 | 0 | 0.755 |
| 0.694 | 0.64 | 0.306 | 0 | 0.755 |
| 0.714 | 0.572 | 0.306 | 0 | 0.755 |
| 0.735 | 0.508 | 0.306 | 0 | 0.755 |
| 0.755 | 0.447 | 0.306 | 0 | 0.755 |
| 0.776 | 0.392 | 0.306 | 0 | 0.755 |
| 0.796 | 0.342 | 0.306 | 0 | 0.755 |
| 0.816 | 0.296 | 0.306 | 0 | 0.755 |
| 0.837 | 0.256 | 0.306 | 0 | 0.755 |
| 0.857 | 0.221 | 0.306 | 0 | 0.755 |
| 0.878 | 0.189 | 0.306 | 0 | 0.755 |
| 0.898 | 0.162 | 0.306 | 0 | 0.755 |
| 0.918 | 0.137 | 0.306 | 0 | 0.755 |
| 0.939 | 0.115 | 0.306 | 0 | 0.755 |
| 0.959 | 0.094 | 0.306 | 0 | 0.755 |
| 0.98 | 0.075 | 0.306 | 0 | 0.755 |
| 1 | 0.058 | 0.306 | 0 | 0.755 |
Figure 41: Comparison of consumption path: Francis, Owyang, Roush, and
DiCecio (2014) shock
| Quarter | Empirical | Empirical_90CI_Upper | Empirical_90CI_Lower | Model_Sticky_Y_and_R | Model_Sticky_Y_only | Model_Sticky_R_only | Model_FIRE |
|---|---|---|---|---|---|---|---|
| 0 | 0.229 | 0.332 | 0.127 | 0.161 | -0.108 | 0.214 | -0.054 |
| 1 | 0.297 | 0.444 | 0.15 | 0.266 | 0.005 | 0.273 | 0.012 |
| 2 | 0.378 | 0.556 | 0.2 | 0.253 | -0.003 | 0.249 | -0.007 |
| 3 | 0.396 | 0.611 | 0.181 | 0.277 | 0.055 | 0.271 | 0.049 |
| 4 | 0.335 | 0.577 | 0.094 | 0.267 | 0.073 | 0.262 | 0.068 |
| 5 | 0.293 | 0.559 | 0.028 | 0.258 | 0.106 | 0.253 | 0.101 |
| 6 | 0.322 | 0.61 | 0.034 | 0.273 | 0.165 | 0.27 | 0.161 |
| 7 | 0.23 | 0.543 | -0.084 | 0.259 | 0.172 | 0.256 | 0.169 |
| 8 | 0.224 | 0.557 | -0.108 | 0.249 | 0.156 | 0.246 | 0.154 |
| 9 | 0.25 | 0.601 | -0.1 | 0.268 | 0.173 | 0.266 | 0.171 |
| 10 | 0.228 | 0.589 | -0.133 | 0.294 | 0.217 | 0.292 | 0.215 |
| 11 | 0.302 | 0.679 | -0.075 | 0.29 | 0.206 | 0.288 | 0.204 |
| 12 | 0.244 | 0.641 | -0.153 | 0.27 | 0.206 | 0.268 | 0.205 |
| 13 | 0.244 | 0.655 | -0.167 | 0.25 | 0.198 | 0.249 | 0.197 |
| 14 | 0.224 | 0.646 | -0.199 | 0.24 | 0.183 | 0.239 | 0.182 |
| 15 | 0.259 | 0.692 | -0.174 | 0.245 | 0.209 | 0.244 | 0.208 |