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Finance and Economics Discussion Series: 2009-40 Screen Reader version

Bayesian Analysis of Stochastic Volatility Models with Levy Jumps: Application to Risk Analysis

by
Pawel J. Szerszen

Data for Figures




Figure 7a: autocorrelation of squared generalized residuals, model PJ

LAGautocorrelation95% confidence upper bound95% confidence lower bound
1-0.0310650.0242321905836328-0.0242321905836328
2-0.0133720.0242321905836328-0.0242321905836328
30.00274170.0242321905836328-0.0242321905836328
40.00572010.0242321905836328-0.0242321905836328
50.014850.0242321905836328-0.0242321905836328
6-0.00342050.0242321905836328-0.0242321905836328
7-0.0221830.0242321905836328-0.0242321905836328
80.0147770.0242321905836328-0.0242321905836328
90.00237490.0242321905836328-0.0242321905836328
100.00996440.0242321905836328-0.0242321905836328
110.00672020.0242321905836328-0.0242321905836328
12-0.0206790.0242321905836328-0.0242321905836328
130.00821120.0242321905836328-0.0242321905836328
140.0161670.0242321905836328-0.0242321905836328
15-0.00198880.0242321905836328-0.0242321905836328
16-0.00903210.0242321905836328-0.0242321905836328
17-0.00136930.0242321905836328-0.0242321905836328
180.000548210.0242321905836328-0.0242321905836328
190.0111170.0242321905836328-0.0242321905836328
20-0.00968660.0242321905836328-0.0242321905836328
21-0.0141460.0242321905836328-0.0242321905836328
22-0.0286590.0242321905836328-0.0242321905836328
23-0.011290.0242321905836328-0.0242321905836328
240.027370.0242321905836328-0.0242321905836328
250.0187450.0242321905836328-0.0242321905836328
26-0.0338710.0242321905836328-0.0242321905836328
270.014420.0242321905836328-0.0242321905836328
28-0.0325630.0242321905836328-0.0242321905836328
290.00631550.0242321905836328-0.0242321905836328
300.00584530.0242321905836328-0.0242321905836328
31-0.00215850.0242321905836328-0.0242321905836328
320.0150930.0242321905836328-0.0242321905836328
330.0302650.0242321905836328-0.0242321905836328
34-0.0106760.0242321905836328-0.0242321905836328
350.0136290.0242321905836328-0.0242321905836328
36-0.000911120.0242321905836328-0.0242321905836328
370.00472980.0242321905836328-0.0242321905836328
380.0173850.0242321905836328-0.0242321905836328
390.0129570.0242321905836328-0.0242321905836328
40-0.0089610.0242321905836328-0.0242321905836328
41-0.00183050.0242321905836328-0.0242321905836328
42-0.000738720.0242321905836328-0.0242321905836328
43-0.012950.0242321905836328-0.0242321905836328
44-0.00179920.0242321905836328-0.0242321905836328
450.0198620.0242321905836328-0.0242321905836328
460.00791030.0242321905836328-0.0242321905836328
470.0024970.0242321905836328-0.0242321905836328
480.0243610.0242321905836328-0.0242321905836328
492.64E-050.0242321905836328-0.0242321905836328
500.0133990.0242321905836328-0.0242321905836328
510.0399840.0242321905836328-0.0242321905836328
52-0.0105230.0242321905836328-0.0242321905836328
530.00889150.0242321905836328-0.0242321905836328
540.00461440.0242321905836328-0.0242321905836328
55-0.0111310.0242321905836328-0.0242321905836328
560.0357420.0242321905836328-0.0242321905836328
570.000390180.0242321905836328-0.0242321905836328
580.00349980.0242321905836328-0.0242321905836328
590.0228210.0242321905836328-0.0242321905836328
60-0.00195750.0242321905836328-0.0242321905836328
610.0193610.0242321905836328-0.0242321905836328
620.0162740.0242321905836328-0.0242321905836328
63-0.00189210.0242321905836328-0.0242321905836328
640.0034970.0242321905836328-0.0242321905836328
65-0.00732190.0242321905836328-0.0242321905836328
660.00927380.0242321905836328-0.0242321905836328
670.0076210.0242321905836328-0.0242321905836328
680.00938760.0242321905836328-0.0242321905836328
690.00274120.0242321905836328-0.0242321905836328
700.000701130.0242321905836328-0.0242321905836328
710.00367780.0242321905836328-0.0242321905836328
720.00414150.0242321905836328-0.0242321905836328
73-0.00215860.0242321905836328-0.0242321905836328
74-0.0135810.0242321905836328-0.0242321905836328
75-0.00388120.0242321905836328-0.0242321905836328
76-0.0183760.0242321905836328-0.0242321905836328
77-0.00448820.0242321905836328-0.0242321905836328
780.00433490.0242321905836328-0.0242321905836328
79-0.0158240.0242321905836328-0.0242321905836328
80-0.0170430.0242321905836328-0.0242321905836328
810.0128030.0242321905836328-0.0242321905836328
820.0153390.0242321905836328-0.0242321905836328
83-0.0043410.0242321905836328-0.0242321905836328
84-0.0209520.0242321905836328-0.0242321905836328
85-0.017130.0242321905836328-0.0242321905836328
860.0113480.0242321905836328-0.0242321905836328
870.000761490.0242321905836328-0.0242321905836328
880.00339540.0242321905836328-0.0242321905836328
89-0.00447520.0242321905836328-0.0242321905836328
90-0.00248270.0242321905836328-0.0242321905836328
91-0.00523850.0242321905836328-0.0242321905836328
920.017970.0242321905836328-0.0242321905836328
930.0252520.0242321905836328-0.0242321905836328
940.0214290.0242321905836328-0.0242321905836328
95-0.0130190.0242321905836328-0.0242321905836328
960.0126610.0242321905836328-0.0242321905836328
970.00935020.0242321905836328-0.0242321905836328
980.00759780.0242321905836328-0.0242321905836328
990.0219160.0242321905836328-0.0242321905836328
1000.00665250.0242321905836328-0.0242321905836328
1010.0136430.0242321905836328-0.0242321905836328
102-0.000716780.0242321905836328-0.0242321905836328
103-0.013460.0242321905836328-0.0242321905836328
1040.00496730.0242321905836328-0.0242321905836328
1050.00848740.0242321905836328-0.0242321905836328
1060.0214990.0242321905836328-0.0242321905836328
1070.00603150.0242321905836328-0.0242321905836328
1080.0104340.0242321905836328-0.0242321905836328
1090.0088940.0242321905836328-0.0242321905836328
110-0.00688590.0242321905836328-0.0242321905836328
1110.0387250.0242321905836328-0.0242321905836328
1120.00493570.0242321905836328-0.0242321905836328
113-0.00501680.0242321905836328-0.0242321905836328
114-0.00580210.0242321905836328-0.0242321905836328
115-0.0247840.0242321905836328-0.0242321905836328
1160.00184050.0242321905836328-0.0242321905836328
1170.00803950.0242321905836328-0.0242321905836328
1180.00443740.0242321905836328-0.0242321905836328
119-0.00225910.0242321905836328-0.0242321905836328
120-0.0160040.0242321905836328-0.0242321905836328
1210.00540920.0242321905836328-0.0242321905836328
1220.0043420.0242321905836328-0.0242321905836328
1230.0204930.0242321905836328-0.0242321905836328
1240.00942150.0242321905836328-0.0242321905836328
1250.000299710.0242321905836328-0.0242321905836328
1260.00642580.0242321905836328-0.0242321905836328
1270.0156440.0242321905836328-0.0242321905836328
1280.0238490.0242321905836328-0.0242321905836328
1296.08E-050.0242321905836328-0.0242321905836328
1300.00657660.0242321905836328-0.0242321905836328
131-0.00349550.0242321905836328-0.0242321905836328
1320.0236080.0242321905836328-0.0242321905836328
133-0.0182870.0242321905836328-0.0242321905836328
134-0.0180780.0242321905836328-0.0242321905836328
135-0.0133070.0242321905836328-0.0242321905836328
1360.0171960.0242321905836328-0.0242321905836328
1370.00304990.0242321905836328-0.0242321905836328
1380.0197940.0242321905836328-0.0242321905836328
139-0.00843970.0242321905836328-0.0242321905836328
1400.0101280.0242321905836328-0.0242321905836328
141-0.0106890.0242321905836328-0.0242321905836328
1420.0167810.0242321905836328-0.0242321905836328
143-0.0144340.0242321905836328-0.0242321905836328
1440.0129020.0242321905836328-0.0242321905836328
1450.00175290.0242321905836328-0.0242321905836328
146-0.00344760.0242321905836328-0.0242321905836328
1470.00177810.0242321905836328-0.0242321905836328
1480.005630.0242321905836328-0.0242321905836328
1490.0138240.0242321905836328-0.0242321905836328
1500.00241790.0242321905836328-0.0242321905836328
151-0.0124460.0242321905836328-0.0242321905836328
152-0.00895050.0242321905836328-0.0242321905836328
153-0.00641120.0242321905836328-0.0242321905836328
154-0.00706280.0242321905836328-0.0242321905836328
1550.0230970.0242321905836328-0.0242321905836328
1560.0110760.0242321905836328-0.0242321905836328
157-0.00199940.0242321905836328-0.0242321905836328
1580.0021650.0242321905836328-0.0242321905836328
1590.0210370.0242321905836328-0.0242321905836328
1600.0122330.0242321905836328-0.0242321905836328
1610.0182610.0242321905836328-0.0242321905836328
1620.00608640.0242321905836328-0.0242321905836328
163-0.00209060.0242321905836328-0.0242321905836328
1640.00520130.0242321905836328-0.0242321905836328
165-0.000266130.0242321905836328-0.0242321905836328
166-0.0142520.0242321905836328-0.0242321905836328
1670.00621320.0242321905836328-0.0242321905836328
1680.00400090.0242321905836328-0.0242321905836328
169-0.0068310.0242321905836328-0.0242321905836328
1700.0128520.0242321905836328-0.0242321905836328
1710.0105490.0242321905836328-0.0242321905836328
172-0.0010080.0242321905836328-0.0242321905836328
1730.0255850.0242321905836328-0.0242321905836328
1740.0280110.0242321905836328-0.0242321905836328
1750.0138370.0242321905836328-0.0242321905836328
1760.00175790.0242321905836328-0.0242321905836328
177-0.0275510.0242321905836328-0.0242321905836328
1780.0246920.0242321905836328-0.0242321905836328
1790.00530930.0242321905836328-0.0242321905836328
1800.00149620.0242321905836328-0.0242321905836328
1810.00210120.0242321905836328-0.0242321905836328
1820.00415750.0242321905836328-0.0242321905836328
1830.0123460.0242321905836328-0.0242321905836328
1840.0218590.0242321905836328-0.0242321905836328
185-0.00694650.0242321905836328-0.0242321905836328
1860.00892460.0242321905836328-0.0242321905836328
1870.0191140.0242321905836328-0.0242321905836328
1880.0208420.0242321905836328-0.0242321905836328
1890.0155150.0242321905836328-0.0242321905836328
1900.00726290.0242321905836328-0.0242321905836328
191-0.00585770.0242321905836328-0.0242321905836328
192-0.0128720.0242321905836328-0.0242321905836328
1930.0257270.0242321905836328-0.0242321905836328
194-0.00836830.0242321905836328-0.0242321905836328
1950.0137540.0242321905836328-0.0242321905836328
196-0.0142870.0242321905836328-0.0242321905836328
197-0.00925050.0242321905836328-0.0242321905836328
1980.00667970.0242321905836328-0.0242321905836328
1990.0271680.0242321905836328-0.0242321905836328
200-0.00298030.0242321905836328-0.0242321905836328
2010.00288470.0242321905836328-0.0242321905836328
202-0.00429120.0242321905836328-0.0242321905836328
2030.0161490.0242321905836328-0.0242321905836328
2040.0236690.0242321905836328-0.0242321905836328
205-4.86E-050.0242321905836328-0.0242321905836328
2060.00880080.0242321905836328-0.0242321905836328
207-0.0167340.0242321905836328-0.0242321905836328
208-0.00230310.0242321905836328-0.0242321905836328
209-0.0109050.0242321905836328-0.0242321905836328
210-0.00391180.0242321905836328-0.0242321905836328
2110.010040.0242321905836328-0.0242321905836328
2120.0155020.0242321905836328-0.0242321905836328
213-0.0265840.0242321905836328-0.0242321905836328
2140.0131840.0242321905836328-0.0242321905836328
2150.00777560.0242321905836328-0.0242321905836328
2160.00437940.0242321905836328-0.0242321905836328
2170.00412710.0242321905836328-0.0242321905836328
218-0.00597540.0242321905836328-0.0242321905836328
2190.0222880.0242321905836328-0.0242321905836328
2200.0222910.0242321905836328-0.0242321905836328
2210.00173950.0242321905836328-0.0242321905836328
2220.00673310.0242321905836328-0.0242321905836328
2230.00294950.0242321905836328-0.0242321905836328
224-0.00708270.0242321905836328-0.0242321905836328
225-0.00144470.0242321905836328-0.0242321905836328
2260.00386440.0242321905836328-0.0242321905836328
227-0.00491860.0242321905836328-0.0242321905836328
228-0.00849140.0242321905836328-0.0242321905836328
229-0.011560.0242321905836328-0.0242321905836328
230-0.00268070.0242321905836328-0.0242321905836328
2310.00602770.0242321905836328-0.0242321905836328
232-0.000909860.0242321905836328-0.0242321905836328
2330.00673160.0242321905836328-0.0242321905836328
2340.0135850.0242321905836328-0.0242321905836328
2350.00642810.0242321905836328-0.0242321905836328
236-0.0109720.0242321905836328-0.0242321905836328
237-0.0151110.0242321905836328-0.0242321905836328
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239-0.00245640.0242321905836328-0.0242321905836328
2400.00253870.0242321905836328-0.0242321905836328
2410.00423850.0242321905836328-0.0242321905836328
242-0.00709140.0242321905836328-0.0242321905836328
2430.0184170.0242321905836328-0.0242321905836328
244-0.00662920.0242321905836328-0.0242321905836328
245-0.00783210.0242321905836328-0.0242321905836328
2460.00509210.0242321905836328-0.0242321905836328
247-0.0109290.0242321905836328-0.0242321905836328
2480.0104830.0242321905836328-0.0242321905836328
2490.0254130.0242321905836328-0.0242321905836328
2500.0241710.0242321905836328-0.0242321905836328
2510.0206330.0242321905836328-0.0242321905836328
2520.00120340.0242321905836328-0.0242321905836328
2530.000381930.0242321905836328-0.0242321905836328
254-0.000356120.0242321905836328-0.0242321905836328
2550.0129060.0242321905836328-0.0242321905836328
256-5.05E-050.0242321905836328-0.0242321905836328
2570.0045920.0242321905836328-0.0242321905836328
258-0.0179820.0242321905836328-0.0242321905836328
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3040.0022280.0242321905836328-0.0242321905836328
305-0.0115290.0242321905836328-0.0242321905836328
3060.00961480.0242321905836328-0.0242321905836328
307-0.00530140.0242321905836328-0.0242321905836328
308-0.00104970.0242321905836328-0.0242321905836328
3090.00752950.0242321905836328-0.0242321905836328
3100.0049710.0242321905836328-0.0242321905836328
3110.0170870.0242321905836328-0.0242321905836328
312-0.0106220.0242321905836328-0.0242321905836328
313-0.0251180.0242321905836328-0.0242321905836328
3140.00131450.0242321905836328-0.0242321905836328
3154.92E-050.0242321905836328-0.0242321905836328
3160.00879160.0242321905836328-0.0242321905836328
317-0.00292770.0242321905836328-0.0242321905836328
318-0.0166350.0242321905836328-0.0242321905836328
319-0.00160820.0242321905836328-0.0242321905836328
3200.00156660.0242321905836328-0.0242321905836328
3210.00542360.0242321905836328-0.0242321905836328
322-0.00409260.0242321905836328-0.0242321905836328
3230.020020.0242321905836328-0.0242321905836328
324-0.0107920.0242321905836328-0.0242321905836328
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327-0.0216760.0242321905836328-0.0242321905836328
328-0.0010740.0242321905836328-0.0242321905836328
3290.000732430.0242321905836328-0.0242321905836328
330-0.00717620.0242321905836328-0.0242321905836328
3310.0275160.0242321905836328-0.0242321905836328
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6809-5.87E-050.0242321905836328-0.0242321905836328
6810-6.60E-060.0242321905836328-0.0242321905836328
6811-2.70E-050.0242321905836328-0.0242321905836328
Return to Figure 7

Figure 7b: autocorrelation of squared generalized residuals, model PJSV

LAGautocorrelation95% confidence upper bound95% confidence lower bound
10.0446920.0242321905836328-0.0242321905836328
20.0810620.0242321905836328-0.0242321905836328
30.0644160.0242321905836328-0.0242321905836328
40.0516290.0242321905836328-0.0242321905836328
50.0708880.0242321905836328-0.0242321905836328
60.0401640.0242321905836328-0.0242321905836328
70.0314520.0242321905836328-0.0242321905836328
80.0461570.0242321905836328-0.0242321905836328
90.071990.0242321905836328-0.0242321905836328
100.037320.0242321905836328-0.0242321905836328
110.0388880.0242321905836328-0.0242321905836328
120.0270650.0242321905836328-0.0242321905836328
130.0317510.0242321905836328-0.0242321905836328
140.0365220.0242321905836328-0.0242321905836328
150.0272040.0242321905836328-0.0242321905836328
160.0226180.0242321905836328-0.0242321905836328
170.0239040.0242321905836328-0.0242321905836328
180.0244830.0242321905836328-0.0242321905836328
190.0601420.0242321905836328-0.0242321905836328
200.02830.0242321905836328-0.0242321905836328
210.016830.0242321905836328-0.0242321905836328
220.00375880.0242321905836328-0.0242321905836328
230.0192950.0242321905836328-0.0242321905836328
240.0494790.0242321905836328-0.0242321905836328
250.0291610.0242321905836328-0.0242321905836328
260.0173440.0242321905836328-0.0242321905836328
270.029280.0242321905836328-0.0242321905836328
280.0064570.0242321905836328-0.0242321905836328
290.0401510.0242321905836328-0.0242321905836328
300.0292020.0242321905836328-0.0242321905836328
310.0246140.0242321905836328-0.0242321905836328
320.0337940.0242321905836328-0.0242321905836328
330.0549880.0242321905836328-0.0242321905836328
340.017180.0242321905836328-0.0242321905836328
350.0431240.0242321905836328-0.0242321905836328
360.0215360.0242321905836328-0.0242321905836328
370.0253740.0242321905836328-0.0242321905836328
380.0329850.0242321905836328-0.0242321905836328
390.0347440.0242321905836328-0.0242321905836328
400.0103440.0242321905836328-0.0242321905836328
410.0265450.0242321905836328-0.0242321905836328
420.0172780.0242321905836328-0.0242321905836328
430.024240.0242321905836328-0.0242321905836328
440.0170590.0242321905836328-0.0242321905836328
450.0219440.0242321905836328-0.0242321905836328
460.0211170.0242321905836328-0.0242321905836328
470.0207240.0242321905836328-0.0242321905836328
480.0431070.0242321905836328-0.0242321905836328
490.0257680.0242321905836328-0.0242321905836328
500.0175940.0242321905836328-0.0242321905836328
510.0347780.0242321905836328-0.0242321905836328
520.0170650.0242321905836328-0.0242321905836328
530.021310.0242321905836328-0.0242321905836328
540.00998530.0242321905836328-0.0242321905836328
550.0126650.0242321905836328-0.0242321905836328
560.0517120.0242321905836328-0.0242321905836328
570.0208770.0242321905836328-0.0242321905836328
580.0162770.0242321905836328-0.0242321905836328
590.0194420.0242321905836328-0.0242321905836328
600.00971520.0242321905836328-0.0242321905836328
610.0307170.0242321905836328-0.0242321905836328
620.0191410.0242321905836328-0.0242321905836328
630.0182610.0242321905836328-0.0242321905836328
640.0247750.0242321905836328-0.0242321905836328
650.00427650.0242321905836328-0.0242321905836328
660.0203010.0242321905836328-0.0242321905836328
670.0226990.0242321905836328-0.0242321905836328
680.0339960.0242321905836328-0.0242321905836328
690.0167950.0242321905836328-0.0242321905836328
700.0236850.0242321905836328-0.0242321905836328
710.0215430.0242321905836328-0.0242321905836328
720.00821920.0242321905836328-0.0242321905836328
730.0121550.0242321905836328-0.0242321905836328
740.00907670.0242321905836328-0.0242321905836328
750.0142110.0242321905836328-0.0242321905836328
760.00104990.0242321905836328-0.0242321905836328
770.0224410.0242321905836328-0.0242321905836328
780.0215990.0242321905836328-0.0242321905836328
790.0166070.0242321905836328-0.0242321905836328
800.00688710.0242321905836328-0.0242321905836328
810.0175920.0242321905836328-0.0242321905836328
820.0300020.0242321905836328-0.0242321905836328
830.0108020.0242321905836328-0.0242321905836328
840.00397030.0242321905836328-0.0242321905836328
850.00680580.0242321905836328-0.0242321905836328
860.0295830.0242321905836328-0.0242321905836328
870.015330.0242321905836328-0.0242321905836328
880.020390.0242321905836328-0.0242321905836328
890.0221160.0242321905836328-0.0242321905836328
900.0116870.0242321905836328-0.0242321905836328
910.0222430.0242321905836328-0.0242321905836328
920.0247590.0242321905836328-0.0242321905836328
930.0328150.0242321905836328-0.0242321905836328
940.0325920.0242321905836328-0.0242321905836328
950.0124240.0242321905836328-0.0242321905836328
960.0323710.0242321905836328-0.0242321905836328
970.0317510.0242321905836328-0.0242321905836328
980.0241490.0242321905836328-0.0242321905836328
990.0410350.0242321905836328-0.0242321905836328
1000.021880.0242321905836328-0.0242321905836328
1010.0245360.0242321905836328-0.0242321905836328
1020.0366820.0242321905836328-0.0242321905836328
1030.0172820.0242321905836328-0.0242321905836328
1040.0229190.0242321905836328-0.0242321905836328
1050.0208550.0242321905836328-0.0242321905836328
1060.0542240.0242321905836328-0.0242321905836328
1070.0223080.0242321905836328-0.0242321905836328
1080.0430020.0242321905836328-0.0242321905836328
1090.0369560.0242321905836328-0.0242321905836328
1100.0276020.0242321905836328-0.0242321905836328
1110.0387450.0242321905836328-0.0242321905836328
1120.0191430.0242321905836328-0.0242321905836328
1130.016150.0242321905836328-0.0242321905836328
1140.0161610.0242321905836328-0.0242321905836328
1150.00465180.0242321905836328-0.0242321905836328
1160.0344180.0242321905836328-0.0242321905836328
1170.0401240.0242321905836328-0.0242321905836328
1180.0170840.0242321905836328-0.0242321905836328
1190.0241350.0242321905836328-0.0242321905836328
1200.00650140.0242321905836328-0.0242321905836328
1210.0122320.0242321905836328-0.0242321905836328
1220.0116990.0242321905836328-0.0242321905836328
1230.06120.0242321905836328-0.0242321905836328
1240.0226930.0242321905836328-0.0242321905836328
1250.0297960.0242321905836328-0.0242321905836328
1260.0431930.0242321905836328-0.0242321905836328
1270.0305810.0242321905836328-0.0242321905836328
1280.0324920.0242321905836328-0.0242321905836328
1290.0355330.0242321905836328-0.0242321905836328
1300.0372830.0242321905836328-0.0242321905836328
1310.0359360.0242321905836328-0.0242321905836328
1320.0255510.0242321905836328-0.0242321905836328
1330.0163320.0242321905836328-0.0242321905836328
1340.00439720.0242321905836328-0.0242321905836328
1350.0239510.0242321905836328-0.0242321905836328
1360.0221030.0242321905836328-0.0242321905836328
1370.0414820.0242321905836328-0.0242321905836328
1380.0295360.0242321905836328-0.0242321905836328
1390.00807990.0242321905836328-0.0242321905836328
1400.0206180.0242321905836328-0.0242321905836328
1410.0382340.0242321905836328-0.0242321905836328
1420.0510490.0242321905836328-0.0242321905836328
1430.00517070.0242321905836328-0.0242321905836328
1440.0189560.0242321905836328-0.0242321905836328
1450.0170090.0242321905836328-0.0242321905836328
1460.0195860.0242321905836328-0.0242321905836328
1470.0348510.0242321905836328-0.0242321905836328
1480.0201770.0242321905836328-0.0242321905836328
1490.0152750.0242321905836328-0.0242321905836328
1500.0300540.0242321905836328-0.0242321905836328
1510.00794360.0242321905836328-0.0242321905836328
1520.00812890.0242321905836328-0.0242321905836328
1530.0207040.0242321905836328-0.0242321905836328
1540.00777550.0242321905836328-0.0242321905836328
1550.050010.0242321905836328-0.0242321905836328
1560.0352170.0242321905836328-0.0242321905836328
1570.0133720.0242321905836328-0.0242321905836328
1580.0189280.0242321905836328-0.0242321905836328
1590.0272970.0242321905836328-0.0242321905836328
1600.0213890.0242321905836328-0.0242321905836328
1610.043760.0242321905836328-0.0242321905836328
1620.0136410.0242321905836328-0.0242321905836328
1630.00942170.0242321905836328-0.0242321905836328
1640.0145220.0242321905836328-0.0242321905836328
1650.0187780.0242321905836328-0.0242321905836328
1660.00791130.0242321905836328-0.0242321905836328
1670.0218030.0242321905836328-0.0242321905836328
1680.0129420.0242321905836328-0.0242321905836328
1690.00416240.0242321905836328-0.0242321905836328
1700.0451160.0242321905836328-0.0242321905836328
1710.0339540.0242321905836328-0.0242321905836328
1720.00913650.0242321905836328-0.0242321905836328
1730.0274930.0242321905836328-0.0242321905836328
1740.0439450.0242321905836328-0.0242321905836328
1750.0265040.0242321905836328-0.0242321905836328
1760.00930580.0242321905836328-0.0242321905836328
1770.00191670.0242321905836328-0.0242321905836328
1780.0294690.0242321905836328-0.0242321905836328
1790.0246150.0242321905836328-0.0242321905836328
1800.0180910.0242321905836328-0.0242321905836328
1810.0161320.0242321905836328-0.0242321905836328
1820.0188780.0242321905836328-0.0242321905836328
1830.0159270.0242321905836328-0.0242321905836328
1840.0319630.0242321905836328-0.0242321905836328
1850.00412370.0242321905836328-0.0242321905836328
1860.0260360.0242321905836328-0.0242321905836328
1870.0456950.0242321905836328-0.0242321905836328
1880.0263450.0242321905836328-0.0242321905836328
1890.0208460.0242321905836328-0.0242321905836328
1900.018310.0242321905836328-0.0242321905836328
1910.0127780.0242321905836328-0.0242321905836328
1920.019120.0242321905836328-0.0242321905836328
1930.0297080.0242321905836328-0.0242321905836328
1940.00444970.0242321905836328-0.0242321905836328
1950.0284730.0242321905836328-0.0242321905836328
1960.0164730.0242321905836328-0.0242321905836328
1970.0335670.0242321905836328-0.0242321905836328
1980.014510.0242321905836328-0.0242321905836328
1990.0229490.0242321905836328-0.0242321905836328
2000.0305210.0242321905836328-0.0242321905836328
2010.0273820.0242321905836328-0.0242321905836328
2020.00312950.0242321905836328-0.0242321905836328
2030.0160180.0242321905836328-0.0242321905836328
2040.0333110.0242321905836328-0.0242321905836328
2050.0236790.0242321905836328-0.0242321905836328
2060.014260.0242321905836328-0.0242321905836328
207-0.00249350.0242321905836328-0.0242321905836328
2080.0189830.0242321905836328-0.0242321905836328
2090.00286160.0242321905836328-0.0242321905836328
2100.00951090.0242321905836328-0.0242321905836328
2110.0121990.0242321905836328-0.0242321905836328
2120.020110.0242321905836328-0.0242321905836328
2130.00374870.0242321905836328-0.0242321905836328
2140.0112680.0242321905836328-0.0242321905836328
2150.0337680.0242321905836328-0.0242321905836328
2160.00841510.0242321905836328-0.0242321905836328
2170.0142050.0242321905836328-0.0242321905836328
2180.00408090.0242321905836328-0.0242321905836328
2190.0166040.0242321905836328-0.0242321905836328
2200.0180260.0242321905836328-0.0242321905836328
2210.0077460.0242321905836328-0.0242321905836328
2220.0475880.0242321905836328-0.0242321905836328
2230.00794770.0242321905836328-0.0242321905836328
2240.00604420.0242321905836328-0.0242321905836328
2250.00864340.0242321905836328-0.0242321905836328
2260.00859960.0242321905836328-0.0242321905836328
2270.00327830.0242321905836328-0.0242321905836328
2280.0116740.0242321905836328-0.0242321905836328
2290.0183830.0242321905836328-0.0242321905836328
2300.00744170.0242321905836328-0.0242321905836328
2310.0399760.0242321905836328-0.0242321905836328
2320.0086810.0242321905836328-0.0242321905836328
2330.0060440.0242321905836328-0.0242321905836328
2340.016940.0242321905836328-0.0242321905836328
2350.00411160.0242321905836328-0.0242321905836328
2360.00320290.0242321905836328-0.0242321905836328
237-0.00357280.0242321905836328-0.0242321905836328
2380.0163320.0242321905836328-0.0242321905836328
2390.006080.0242321905836328-0.0242321905836328
2400.0220940.0242321905836328-0.0242321905836328
2410.0107530.0242321905836328-0.0242321905836328
2420.00451180.0242321905836328-0.0242321905836328
2430.0201060.0242321905836328-0.0242321905836328
2440.00700390.0242321905836328-0.0242321905836328
2450.00152470.0242321905836328-0.0242321905836328
2460.0265530.0242321905836328-0.0242321905836328
247-0.000277240.0242321905836328-0.0242321905836328
2480.0124390.0242321905836328-0.0242321905836328
2490.038660.0242321905836328-0.0242321905836328
2500.0242420.0242321905836328-0.0242321905836328
2510.0170580.0242321905836328-0.0242321905836328
2520.0144470.0242321905836328-0.0242321905836328
2530.0151690.0242321905836328-0.0242321905836328
2540.0124130.0242321905836328-0.0242321905836328
2550.038860.0242321905836328-0.0242321905836328
2560.0155220.0242321905836328-0.0242321905836328
2570.0114990.0242321905836328-0.0242321905836328
258-0.0005910.0242321905836328-0.0242321905836328
2590.0127610.0242321905836328-0.0242321905836328
2600.0220160.0242321905836328-0.0242321905836328
2610.0020630.0242321905836328-0.0242321905836328
2620.00262360.0242321905836328-0.0242321905836328
2630.0109320.0242321905836328-0.0242321905836328
2640.011750.0242321905836328-0.0242321905836328
2650.00898410.0242321905836328-0.0242321905836328
2660.0183610.0242321905836328-0.0242321905836328
2670.0183420.0242321905836328-0.0242321905836328
268-0.000828390.0242321905836328-0.0242321905836328
2690.017750.0242321905836328-0.0242321905836328
2700.0154970.0242321905836328-0.0242321905836328
2710.0215420.0242321905836328-0.0242321905836328
2720.028080.0242321905836328-0.0242321905836328
2730.0156090.0242321905836328-0.0242321905836328
2740.0167450.0242321905836328-0.0242321905836328
2750.00287570.0242321905836328-0.0242321905836328
2760.0215970.0242321905836328-0.0242321905836328
2770.0080820.0242321905836328-0.0242321905836328
2780.0229190.0242321905836328-0.0242321905836328
2790.0721470.0242321905836328-0.0242321905836328
2800.0227540.0242321905836328-0.0242321905836328
2810.0116580.0242321905836328-0.0242321905836328
2820.0266940.0242321905836328-0.0242321905836328
2830.0291550.0242321905836328-0.0242321905836328
2840.0225670.0242321905836328-0.0242321905836328
2850.0175750.0242321905836328-0.0242321905836328
2860.0462310.0242321905836328-0.0242321905836328
2870.0297950.0242321905836328-0.0242321905836328
2880.0170570.0242321905836328-0.0242321905836328
2890.0134030.0242321905836328-0.0242321905836328
2900.0332460.0242321905836328-0.0242321905836328
2910.0207980.0242321905836328-0.0242321905836328
2920.0131780.0242321905836328-0.0242321905836328
2930.00323330.0242321905836328-0.0242321905836328
2940.0144940.0242321905836328-0.0242321905836328
295-0.00372070.0242321905836328-0.0242321905836328
2960.00912570.0242321905836328-0.0242321905836328
2970.022420.0242321905836328-0.0242321905836328
2980.00487530.0242321905836328-0.0242321905836328
2999.67E-050.0242321905836328-0.0242321905836328
3000.00510240.0242321905836328-0.0242321905836328
3010.0178220.0242321905836328-0.0242321905836328
3020.000404780.0242321905836328-0.0242321905836328
3030.00991180.0242321905836328-0.0242321905836328
3040.00166130.0242321905836328-0.0242321905836328
3050.00143450.0242321905836328-0.0242321905836328
3060.026010.0242321905836328-0.0242321905836328
3070.00964580.0242321905836328-0.0242321905836328
3080.0103820.0242321905836328-0.0242321905836328
3090.011730.0242321905836328-0.0242321905836328
3100.0103810.0242321905836328-0.0242321905836328
3110.0345340.0242321905836328-0.0242321905836328
3120.00885090.0242321905836328-0.0242321905836328
313-0.00125240.0242321905836328-0.0242321905836328
3140.00542170.0242321905836328-0.0242321905836328
3150.00926360.0242321905836328-0.0242321905836328
3160.0114250.0242321905836328-0.0242321905836328
3170.01160.0242321905836328-0.0242321905836328
318-0.00167280.0242321905836328-0.0242321905836328
3190.00590750.0242321905836328-0.0242321905836328
3200.0318240.0242321905836328-0.0242321905836328
3210.0271980.0242321905836328-0.0242321905836328
3220.00737980.0242321905836328-0.0242321905836328
3230.0141880.0242321905836328-0.0242321905836328
3240.00404980.0242321905836328-0.0242321905836328
3250.0212050.0242321905836328-0.0242321905836328
3260.0690720.0242321905836328-0.0242321905836328
327-0.00550.0242321905836328-0.0242321905836328
3280.00247830.0242321905836328-0.0242321905836328
3290.00799520.0242321905836328-0.0242321905836328
3300.00432650.0242321905836328-0.0242321905836328
3310.0168360.0242321905836328-0.0242321905836328
3320.0148390.0242321905836328-0.0242321905836328
3330.0132610.0242321905836328-0.0242321905836328
3340.00390380.0242321905836328-0.0242321905836328
3350.020320.0242321905836328-0.0242321905836328
3360.0176190.0242321905836328-0.0242321905836328
337-0.000827260.0242321905836328-0.0242321905836328
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1942-0.0041950.0242321905836328-0.0242321905836328
1943-0.00991730.0242321905836328-0.0242321905836328
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1946-0.0149610.0242321905836328-0.0242321905836328
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1949-0.0204920.0242321905836328-0.0242321905836328
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1952-0.00805090.0242321905836328-0.0242321905836328
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