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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 4a: iid stable increments model SJ

datestable increment
1-5-810.0031328
1-6-810.00033398
1-7-81-0.011556
1-8-81-0.0056632
1-9-810.00036529
1-12-81-0.00026945
1-13-81-0.00072084
1-14-810.00017475
1-15-810.0013953
1-16-810.0010994
1-19-81-0.00087622
1-20-81-0.009079
1-21-81-0.00077358
1-22-81-0.0025064
1-23-81-0.00019563
1-26-81-0.00076035
1-27-810.0022022
1-28-81-0.0015703
1-29-81-0.00010653
1-30-81-0.0012095
2-2-81-0.006718
2-3-810.0020875
2-4-813.42E-05
2-5-810.0016567
2-6-810.0016934
2-9-81-0.0031709
2-10-81-0.00018556
2-11-81-0.0021108
2-12-81-0.001491
2-13-81-0.0008657
2-17-810.0014144
2-18-810.0012909
2-19-81-0.0039608
2-20-812.24E-05
2-23-810.0013608
2-24-810.00029331
2-25-810.002131
2-26-810.0030275
2-27-810.0024512
3-2-810.0017449
3-3-81-0.0034293
3-4-810.00076663
3-5-81-0.0017494
3-6-810.00016071
3-9-810.0026306
3-10-81-0.00096779
3-11-81-0.00050219
3-12-810.0067596
3-13-81-0.00012428
3-16-810.0032229
3-17-81-0.0018519
3-18-810.00073529
3-19-81-0.0016443
3-20-810.0014688
3-23-810.003572
3-24-81-0.0024646
3-25-810.005312
3-26-81-0.0026091
3-27-81-0.005191
3-30-81-0.0012627
3-31-810.0034203
4-1-810.0010263
4-2-81-0.0010905
4-3-81-0.0027897
4-6-81-0.005395
4-7-81-0.00050232
4-8-810.00064368
4-9-810.00062098
4-10-81-0.00068832
4-13-81-0.0044794
4-14-81-0.0015153
4-15-810.0033096
4-16-810.0011274
4-20-810.0018426
4-21-81-0.0044237
4-22-81-0.00054816
4-23-81-0.00078145
4-24-810.0030858
4-27-810.00081372
4-28-81-0.0041404
4-29-81-0.0045856
4-30-81-0.00097169
5-1-81-0.00044457
5-4-81-0.0078709
5-5-81-0.0012753
5-6-810.00087302
5-7-810.0020488
5-8-81-0.00022087
5-11-81-0.0074691
5-12-810.0021504
5-13-81-0.0008429
5-14-810.0016689
5-15-810.002273
5-18-810.00086645
5-19-81-0.0017315
5-20-81-0.00046029
5-21-81-0.00091071
5-22-81-0.0013635
5-26-810.0040909
5-27-810.0029941
5-28-81-0.0012355
5-29-81-0.0031141
6-1-81-0.00064622
6-2-81-0.0071533
6-3-819.15E-05
6-4-810.00066193
6-5-810.0035451
6-8-814.97E-05
6-9-81-0.00083173
6-10-810.0011623
6-11-810.0043717
6-12-81-0.00084428
6-15-810.00049369
6-16-81-0.0053332
6-17-810.0034195
6-18-81-0.0065702
6-19-810.0016286
6-22-81-0.0011266
6-23-810.0038968
6-24-81-0.0026018
6-25-810.00028701
6-26-81-0.0009225
6-29-81-0.0022858
6-30-81-0.0022285
7-1-81-0.0049755
7-2-81-0.0036172
7-6-81-0.0039648
7-7-810.0017372
7-8-81-2.77E-05
7-9-810.0022447
7-10-815.66E-05
7-13-810.00067866
7-14-813.69E-05
7-15-810.0016717
7-16-810.00045062
7-17-810.0013779
7-20-81-0.0075323
7-21-81-0.0009923
7-22-81-0.0033555
7-23-810.00071101
7-24-810.0025755
7-27-810.0036202
7-28-81-0.0022364
7-29-810.00010341
7-30-810.0022887
7-31-810.002558
8-3-81-0.0011221
8-4-810.0021148
8-5-810.0043072
8-6-819.57E-05
8-7-81-0.0025942
8-10-810.0024363
8-11-810.003969
8-12-81-0.0011966
8-13-810.0006063
8-14-81-0.0028315
8-17-81-0.0034919
8-18-81-0.0027651
8-19-810.0011233
8-20-810.00080258
8-21-81-0.0034321
8-24-81-0.018396
8-25-81-0.0007254
8-26-81-0.00022453
8-27-81-0.0029121
8-28-810.0010348
8-31-81-0.0023849
9-1-810.00051429
9-2-810.00099101
9-3-81-0.0044622
9-4-81-0.0017456
9-8-81-0.0033589
9-9-810.000468
9-10-810.0020242
9-11-810.0019072
9-14-81-0.0016747
9-15-81-0.0014646
9-16-81-0.0013871
9-17-81-0.0027952
9-18-81-0.0012231
9-21-810.0011034
9-22-81-0.00072447
9-23-81-0.0012944
9-24-81-0.00067158
9-25-81-0.0030044
9-28-810.0025584
9-29-810.00033628
9-30-810.00026915
10-1-810.0011801
10-2-810.0029861
10-5-810.00015384
10-6-81-0.00019868
10-7-810.0030504
10-8-810.0017561
10-9-81-0.0020485
10-12-81-0.00055178
10-13-81-0.00084104
10-14-81-0.0049058
10-15-810.0013905
10-16-81-0.001053
10-19-81-0.00032661
10-20-810.0022914
10-21-81-0.00025832
10-22-81-0.00072312
10-23-81-0.0018262
10-26-81-0.00051966
10-27-810.0020655
10-28-810.00059034
10-29-81-0.00027731
10-30-810.0052383
11-2-810.0044525
11-3-810.0011488
11-4-81-0.00030752
11-5-81-0.003526
11-6-81-0.0023703
11-9-810.0012224
11-10-81-0.0015231
11-11-810.00048356
11-12-810.00068185
11-13-81-0.0040197
11-16-81-0.0035436
11-17-810.0016243
11-18-81-0.0020775
11-19-810.00083492
11-20-810.0019544
11-23-81-0.0001565
11-24-810.0040106
11-25-810.0012234
11-27-810.0025403
11-30-810.003268
12-1-81-0.00081996
12-2-81-0.004869
12-3-810.0010364
12-4-810.002961
12-7-81-0.0037038
12-8-81-0.0012409
12-9-810.0016808
12-10-810.00060408
12-11-81-0.0024217
12-14-81-0.0086271
12-15-810.00028761
12-16-81-0.0017419
12-17-810.0016179
12-18-810.0021726
12-21-81-0.0020152
12-22-81-0.0013265
12-23-81-0.0015091
12-24-810.00069446
12-28-81-0.0004724
12-29-81-0.001258
12-30-810.0017376
12-31-810.00098323
1-4-820.00093114
1-5-82-0.0096331
1-6-82-0.0017256
1-7-82-0.00025487
1-8-820.0014121
1-11-82-0.0085337
1-12-82-0.00087433
1-13-82-0.0026243
1-14-820.00094325
1-15-820.0012511
1-18-820.0015396
1-19-82-0.0023565
1-20-82-0.0010692
1-21-820.00090718
1-22-82-0.00033966
1-25-820.00038745
1-26-829.69E-05
1-27-820.001307
1-28-820.0057965
1-29-820.0026913
2-1-82-0.0088048
2-2-820.00015044
2-3-82-0.0037709
2-4-82-0.00038324
2-5-820.0012064
2-8-82-0.0092175
2-9-82-0.0024162
2-10-820.0011246
2-11-82-0.00086445
2-12-82-0.00046266
2-16-82-0.00095625
2-17-82-0.00098387
2-18-820.00010773
2-19-82-0.0013156
2-22-82-0.0038114
2-23-82-0.00027647
2-24-820.0030184
2-25-82-0.00079233
2-26-82-0.00032921
3-1-820.00031659
3-2-82-0.0013234
3-3-82-0.0043308
3-4-82-0.002178
3-5-82-0.0010606
3-8-82-0.0045092
3-9-820.0017712
3-10-820.0006576
3-11-82-0.00036205
3-12-82-0.0017076
3-15-820.0013136
3-16-82-0.00043978
3-17-82-0.00040543
3-18-820.0022325
3-19-820.00068946
3-22-820.0044435
3-23-820.0016809
3-24-82-0.001859
3-25-820.00048398
3-26-82-0.0040489
3-29-820.00073631
3-30-82-0.0001306
3-31-82-0.000762
4-1-820.0043659
4-2-820.0034539
4-5-82-0.0015338
4-6-820.0016876
4-7-820.0001746
4-8-820.002321
4-12-82-0.00084549
4-13-82-1.01E-06
4-14-82-0.00046242
4-15-820.0018462
4-16-820.0017309
4-19-82-9.41E-05
4-20-82-0.0044775
4-21-820.001074
4-22-820.0045568
4-23-820.0047045
4-26-820.0021559
4-27-82-0.0055512
4-28-82-0.0029378
4-29-82-0.0044506
4-30-820.00072689
5-3-820.0010471
5-4-820.0019366
5-5-820.0006654
5-6-820.0033674
5-7-820.0027667
5-10-82-0.0048336
5-11-820.0035397
5-12-82-0.001172
5-13-82-0.0041532
5-14-82-0.0009377
5-17-82-0.0056511
5-18-82-0.0034726
5-19-82-0.0037468
5-20-82-0.0012686
5-21-820.00069599
5-24-82-0.00046384
5-25-82-0.001323
5-26-82-0.004647
5-27-82-0.0014835
5-28-82-0.0024589
6-1-82-0.00059297
6-2-820.00091124
6-3-82-0.0003807
6-4-82-0.0059175
6-7-82-1.36E-05
6-8-82-0.001187
6-9-82-0.0014461
6-10-820.0014227
6-11-820.0036355
6-14-82-0.0038041
6-15-82-0.0007029
6-16-82-0.0020637
6-17-82-0.0032319
6-18-82-0.00071666
6-21-82-0.00013
6-22-820.0021515
6-23-820.003777
6-24-82-0.00093789
6-25-82-0.0019169
6-28-820.0024567
6-29-82-0.0001554
6-30-82-0.0016017
7-1-82-0.0023762
7-2-82-0.0027291
7-6-82-0.00080031
7-7-82-8.37E-05
7-8-820.00079539
7-9-820.0028081
7-12-820.0018085
7-13-82-0.00011372
7-14-820.0025086
7-15-820.00035911
7-16-820.0018431
7-19-82-0.00043856
7-20-820.0024188
7-21-820.00022134
7-22-820.00080966
7-23-82-2.77E-05
7-26-82-0.0011064
7-27-82-0.0011487
7-28-82-0.0026779
7-29-820.00069019
7-30-82-0.0001276
8-2-820.0033204
8-3-82-0.0010373
8-4-82-0.0016612
8-5-82-0.00041759
8-6-82-0.00082343
8-9-820.00018565
8-10-820.00063439
8-11-820.00072208
8-12-820.00086697
8-13-820.0019922
8-16-820.0012499
8-17-820.0079503
8-18-820.00036899
8-19-820.0012469
8-20-820.0039471
8-23-820.003229
8-24-82-0.00038549
8-25-820.0024986
8-26-820.0014351
8-27-82-0.0013308
8-30-820.0010567
8-31-820.0023755
9-1-82-0.0010093
9-2-820.0025503
9-3-820.0030978
9-7-82-0.0016512
9-8-820.0013465
9-9-820.00012157
9-10-82-0.00082847
9-13-820.0019044
9-14-820.0015731
9-15-820.0020443
9-16-82-2.99E-05
9-17-82-0.00088511
9-20-820.00069255
9-21-820.0032311
9-22-82-0.00041882
9-23-820.00056552
9-24-820.00033462
9-27-820.0011967
9-28-820.00063307
9-29-82-0.00038024
9-30-820.00015954
10-1-820.0020761
10-4-820.00082691
10-5-820.0014494
10-6-820.0039606
10-7-820.0028298
10-8-820.0024591
10-11-820.0034981
10-12-820.00070613
10-13-820.0026145
10-14-82-0.0014052
10-15-82-6.61E-05
10-18-820.0029813
10-19-820.00056397
10-20-820.0027144
10-21-820.00056567
10-22-820.0005764
10-25-82-0.0091818
10-26-820.0010201
10-27-820.00089219
10-28-82-0.00084767
10-29-820.00056302
11-1-820.0015642
11-2-820.001811
11-3-820.0054741
11-4-82-0.00092394
11-5-820.00043504
11-8-82-0.0015064
11-9-820.002175
11-10-82-0.0018767
11-11-820.0006693
11-12-82-0.002107
11-15-82-0.0023199
11-16-82-0.001189
11-17-820.001673
11-18-820.00037491
11-19-82-0.00099891
11-22-82-0.0024585
11-23-82-0.00088274
11-24-820.00068131
11-26-820.00084274
11-29-82-0.00028703
11-30-820.0030716
12-1-820.00014136
12-2-820.00017322
12-3-825.08E-05
12-6-820.0028039
12-7-820.0010866
12-8-82-0.00093615
12-9-82-0.0020912
12-10-82-0.00028408
12-13-820.00059606
12-14-82-0.002706
12-15-82-0.001967
12-16-820.00020655
12-17-820.0017842
12-20-82-0.00098154
12-21-820.0020131
12-22-820.00038463
12-23-820.0010842
12-27-820.0025953
12-28-82-0.0015284
12-29-820.00073263
12-30-82-0.00069051
12-31-820.00070637
1-3-83-0.0022654
1-4-830.0028499
1-5-830.00081922
1-6-830.0036619
1-7-83-6.16E-05
1-10-830.0021046
1-11-83-0.0014371
1-12-830.0013317
1-13-83-0.0012346
1-14-830.0014451
1-17-830.00043635
1-18-83-2.14E-05
1-19-83-0.0010565
1-20-830.0017404
1-21-83-0.003031
1-24-83-0.0065153
1-25-830.0015637
1-26-83-0.00013185
1-27-830.0026696
1-28-830.00032042
1-31-830.0010317
2-1-83-0.0035369
2-2-830.00037134
2-3-830.0012451
2-4-830.0022783
2-7-830.0011541
2-8-83-0.0016921
2-9-83-0.00073572
2-10-830.0032262
2-11-830.00035203
2-14-830.001978
2-15-83-0.00077504
2-16-83-0.0010126
2-17-830.00034814
2-18-830.0012227
2-22-83-0.0037107
2-23-830.0018201
2-24-830.0037271
2-25-830.00035128
2-28-83-0.0025776
3-1-830.0036744
3-2-830.0020432
3-3-830.0018825
3-4-830.00028015
3-7-833.77E-05
3-8-83-0.0059169
3-9-830.0023806
3-10-83-0.0024307
3-11-83-0.0012691
3-14-83-0.00089619
3-15-830.00087834
3-16-83-0.0032449
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3-25-83-0.0013702
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4-4-830.00042373
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4-19-83-0.0017298
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4-29-830.0032271
5-2-83-0.0065802
5-3-830.00044975
5-4-830.0019908
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5-16-83-0.0036674
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5-18-83-0.00073081
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5-23-830.0026622
5-24-830.0043226
5-25-830.00165
5-26-83-0.0013626
5-27-83-0.0019105
5-31-83-0.0044307
6-1-830.00048876
6-2-830.0026735
6-3-830.0011045
6-6-830.0011473
6-7-83-0.004027
6-8-83-0.0022528
6-9-830.0010281
6-10-830.0016446
6-13-830.0036918
6-14-830.0014973
6-15-830.0030803
6-16-830.0039616
6-17-830.00022365
6-20-830.00010231
6-21-830.0032496
6-22-830.0013475
6-23-83-0.00043595
6-24-830.00023148
6-27-83-0.0036355
6-28-83-0.0057307
6-29-830.001608
6-30-830.0017611
7-1-830.0018821
7-5-83-0.0036277
7-6-830.0028858
7-7-83-0.0014387
7-8-83-0.00053577
7-11-830.0018175
7-12-83-0.0047022
7-13-836.65E-05
7-14-830.00099296
7-15-83-0.0023138
7-18-83-0.00013369
7-19-830.0014135
7-20-830.0068191
7-21-83-0.00038908
7-22-83-0.00021164
7-25-830.0010924
7-26-830.001747
7-27-83-0.0062296
7-28-83-0.0047416
7-29-83-0.0044282
8-1-83-0.0010022
8-2-83-0.00032223
8-3-830.0014646
8-4-83-0.0036781
8-5-830.00023382
8-8-83-0.0046347
8-9-830.00067465
8-10-830.0013971
8-11-83-0.00032721
8-12-830.00064791
8-15-830.002029
8-16-83-0.00067154
8-17-830.002761
8-18-83-0.0039304
8-19-830.00046112
8-22-830.00044959
8-23-83-0.0033845
8-24-83-0.0031111
8-25-83-0.00086565
8-26-830.0018281
8-29-837.45E-05
8-30-830.00053836
8-31-830.0030738
9-1-83-0.00034939
9-2-830.0014779
9-6-830.005591
9-7-83-9.57E-05
9-8-83-0.00063113
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9-13-83-0.0016133
9-14-830.0010062
9-15-83-0.0020962
9-16-830.0035388
9-19-830.0027964
9-20-830.0034841
9-21-83-0.002304
9-22-830.0029216
9-23-83-0.0008278
9-26-830.0012581
9-27-83-0.0048758
9-28-83-0.0011979
9-29-83-0.0019585
9-30-83-0.0029109
10-3-83-0.00056042
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1-11-060.0018758
1-12-06-0.0046081
1-13-060.00048525
1-17-06-0.0025601
1-18-06-0.002752
1-19-060.0030995
1-20-06-0.01599
1-23-060.00080924
1-24-060.0012233
1-25-06-0.0012033
1-26-060.0041144
1-27-060.0045563
1-30-060.00054827
1-31-06-0.0027499
2-1-060.001032
2-2-06-0.0063471
2-3-06-0.0035327
2-6-060.00026184
2-7-06-0.0052434
2-8-060.0044939
2-9-06-0.0011053
2-10-060.001233
2-13-06-0.0021158
2-14-060.0054036
2-15-060.0018384
2-16-060.004135
2-17-06-0.0013004
2-21-06-0.0023229
2-22-060.0042694
2-23-06-0.0027255
2-24-060.00055772
2-27-060.0020653
2-28-06-0.0076235
3-1-060.0046344
3-2-06-0.0013358
3-3-06-0.0011742
3-6-06-0.0048286
3-7-06-0.0013558
3-8-060.00097462
3-9-06-0.003221
3-10-060.0038842
3-13-060.0010539
3-14-060.0059661
3-15-060.0024158
3-16-060.00090041
3-17-060.00074914
3-20-06-0.0012559
3-21-06-0.0042212
3-22-060.0035013
3-23-06-0.0018231
3-24-060.00051255
3-27-06-0.00069988
3-28-06-0.0042015
3-29-060.0042771
3-30-06-0.0012933
3-31-06-0.0025709
4-3-060.0013308
4-4-060.0035904
4-5-060.0025479
4-6-06-0.0011128
4-7-06-0.0067983
4-10-060.00048037
4-11-06-0.0045347
4-12-060.00067934
4-13-060.00052122
4-17-06-0.0013571
4-18-060.0090431
4-19-060.00099138
4-20-060.00056892
4-21-06-6.97E-05
4-24-06-0.0012783
4-25-06-0.0026062
4-26-060.0015156
4-27-060.0018365
4-28-060.00059295
5-1-06-0.0018594
5-2-060.0031866
5-3-06-0.0015804
5-4-060.0018706
5-5-060.0050879
5-8-06-4.61E-05
5-9-060.00062385
5-10-06-0.00025157
5-11-06-0.0060775
5-12-06-0.0046903
5-15-060.0011608
5-16-06-0.00029844
5-17-06-0.007304
5-18-06-0.0019612
5-19-060.0013235
5-22-06-0.00087535
5-23-06-0.00087872
5-24-060.00079571
5-25-060.0031698
5-26-060.001947
5-30-06-0.0053733
5-31-060.002149
6-1-060.0033369
6-2-060.00071876
6-5-06-0.0073376
6-6-06-0.00038994
6-7-06-0.0016975
6-8-060.00041368
6-9-06-0.0010505
6-12-06-0.0031194
6-13-06-0.0026422
6-14-060.0010252
6-15-060.004255
6-16-06-0.0011798
6-19-06-0.0027002
6-20-06-0.0001828
6-21-060.00206
6-22-06-0.0015327
6-23-06-0.00026959
6-26-060.0012251
6-27-06-0.002513
6-28-060.0013752
6-29-060.0054151
6-30-06-0.0009771
7-3-060.0020483
7-5-06-0.0029126
7-6-060.00057893
7-7-06-0.0025419
7-10-060.00031868
7-11-060.0011651
7-12-06-0.00419
7-13-06-0.0049023
7-14-06-0.0016777
7-17-06-0.00055541
7-18-060.00039947
7-19-060.0046892
7-20-06-0.0034762
7-21-06-0.0028535
7-24-060.0040882
7-25-060.0014006
7-26-06-0.00087614
7-27-06-0.0024039
7-28-060.0038153
7-31-06-0.0014646
8-1-06-0.0029268
8-2-060.0014912
8-3-060.0003652
8-4-06-0.00097073
8-7-06-0.0019751
8-8-06-0.0022343
8-9-06-0.0027131
8-10-060.0017063
8-11-06-0.0024742
8-14-060.00019293
8-15-060.0061092
8-16-060.003404
8-17-060.00023289
8-18-060.0015097
8-21-06-0.0029597
8-22-066.37E-06
8-23-06-0.0034156
8-24-060.00091601
8-25-06-0.00092294
8-28-060.0026768
8-29-060.00075543
8-30-060.00014757
8-31-06-0.0011515
9-1-060.0031528
9-5-060.00080695
9-6-06-0.0076347
9-7-06-0.003593
9-8-060.0019706
9-11-06-3.60E-05
9-12-060.0061399
9-13-060.0021286
9-14-06-0.0013938
9-15-060.0013442
9-18-060.00037355
9-19-06-0.0022788
9-20-060.0035343
9-21-06-0.0043112
9-22-06-0.0020845
9-25-060.0055242
9-26-060.0048219
9-27-06-0.00029218
9-28-060.00085445
9-29-06-0.0020488
10-2-06-0.0028963
10-3-060.0011439
10-4-060.0083583
10-5-060.0012279
10-6-06-0.0024995
10-9-060.00018595
10-10-060.0011272
10-11-06-0.0023747
10-12-060.0067148
10-13-060.0011443
10-16-060.0015338
10-17-06-0.003359
10-18-060.00057213
10-19-060.00029176
10-20-060.00058457
10-23-060.0043784
10-24-06-0.00015505
10-25-060.0023788
10-26-060.0035702
10-27-06-0.0075794
10-30-06-4.52E-05
10-31-06-0.00034168
11-1-06-0.006437
11-2-06-0.00062462
11-3-06-0.0020749
11-6-060.0082519
11-7-060.0012986
11-8-060.0012388
11-9-06-0.0047896
11-10-060.0010593
11-13-060.0016262
11-14-060.0046179
11-15-060.0015258
11-16-060.0014724
11-17-060.00048578
11-20-06-0.00076066
11-21-060.0010307
11-22-060.0015733
11-24-06-0.0033233
11-27-06-0.012654
11-28-060.0023683
11-29-060.0068651
11-30-060.00026488
12-1-06-0.002695
12-4-060.006683
12-5-060.0028307
12-6-06-0.0015018
12-7-06-0.0037163
12-8-060.0011189
12-11-060.0014956
12-12-06-0.0011855
12-13-060.00065059
12-14-060.0067156
12-15-060.00060592
12-18-06-0.0030337
12-19-060.0014876
12-20-06-0.0014301
12-21-06-0.0033205
12-22-06-0.0046673
12-26-060.003178
12-27-060.0053
12-28-06-0.0014744
12-29-06-0.0039582
1-3-07-0.0011722
1-4-070.0007608
1-5-07-0.005122
1-8-070.0015181
1-9-07-0.00052953
1-10-070.001323
1-11-070.0045935
1-12-070.0035381
1-16-070.000486
1-17-07-0.00077471
1-18-07-0.0023387
1-19-070.0021162
1-22-07-0.0040651
1-23-070.0025502
1-24-070.0060918
1-25-07-0.0092929
1-26-07-0.00096845
1-29-07-0.00083281
1-30-070.0038998
1-31-070.0045372
2-1-070.0037153
2-2-070.0011896
2-5-07-0.00068969
2-6-070.00056001
2-7-070.0010916
2-8-07-0.00067679
2-9-07-0.0048629
2-12-07-0.0019696
2-13-070.0049139
2-14-070.004951
2-15-070.00078514
2-16-07-0.00041315
2-20-070.0020006
2-21-07-0.00064277
2-22-07-0.00018621
2-23-07-0.0017864
2-26-07-0.00026176
2-27-07-0.033236
2-28-070.0033486
3-1-07-0.00088411
3-2-07-0.0060146
3-5-07-0.0043815
3-6-070.0069943
3-7-07-0.0011149
3-8-070.00329
3-9-070.00046215
3-12-070.0014686
3-13-07-0.01451
3-14-070.0028814
3-15-070.0017066
3-16-07-0.0017066
3-19-070.0048183
3-20-070.0029831
3-21-070.0086152
3-22-07-0.00051581
3-23-070.00032202
3-26-070.0003115
3-27-07-0.0037696
3-28-07-0.0048028
3-29-070.0016656
3-30-07-0.00076013
4-2-070.0012187
4-3-070.0045912
4-4-070.00050768
4-5-070.0015882
4-9-070.00032367
4-10-070.0014748
4-11-07-0.0037541
4-12-070.0032449
4-13-070.0019147
4-16-070.0056899
4-17-070.0012221
4-18-070.000448
4-19-07-0.00059709
4-20-070.0051829
4-23-07-0.0013095
4-24-07-9.67E-05
4-25-070.005669
4-26-07-0.00041463
4-27-075.29E-05
4-30-07-0.0046566
5-1-070.0015632
5-2-070.0036121
5-3-070.0025183
5-4-070.0014432
5-7-070.0017028
5-8-07-0.00026313
5-9-070.0021402
5-10-07-0.0086186
5-11-070.00478
5-14-07-0.00074953
5-15-07-0.00040817
5-16-070.0043021
5-17-07-0.00018392
5-18-070.0034888
5-21-070.0010854
5-22-070.00010003
5-23-07-0.00010718
5-24-07-0.0044619
5-25-070.0027226
5-29-070.0012318
5-30-070.0038686
5-31-070.00072434
6-1-070.0022477
6-4-070.0015679
6-5-07-0.0014331
6-6-07-0.00272
6-7-07-0.0068947
6-8-070.0035596
6-11-070.00073152
6-12-07-0.0031863
6-13-070.0043198
6-14-070.0016713
6-15-070.0022842
6-18-07-8.63E-05
6-19-070.00098153
6-20-07-0.0048228
6-21-070.0019734
6-22-07-0.0041751
6-25-07-0.00066103
6-26-07-0.00051471
6-27-070.0023768
6-28-070.00021735
6-29-076.51E-05
7-2-070.0029291
7-3-070.001386
7-5-070.00066952
7-6-070.0014987
7-9-070.0010128
7-10-07-0.0032507
7-11-070.0018398
7-12-070.0047804
7-13-070.0013028
7-16-070.00011122
7-17-070.00068464
7-18-070.00031899
7-19-070.0018033
7-20-07-0.001999
7-23-070.0017699
7-24-07-0.003601
7-25-070.0014178
7-26-07-0.0038611
7-27-07-0.0017559
7-30-070.0014299
7-31-07-0.0010853
8-1-070.0011384
8-2-070.00096735
8-3-07-0.0031616
8-6-070.0022331
8-7-070.0008389
8-8-070.0017347
8-9-07-0.006001
8-10-07-8.52E-06
8-13-07-3.28E-05
8-14-07-0.002238
8-15-07-0.0014576
8-16-070.00027828
8-17-070.0020714
8-20-07-7.39E-05
8-21-070.00015805
8-22-070.0013664
8-23-072.12E-05
8-24-070.001593
8-27-07-0.00099262
8-28-07-0.0038182
8-29-070.0021775
8-30-07-0.00063279
8-31-070.001337
9-4-070.0014243
9-5-07-0.0020805
9-6-070.00062074
9-7-07-0.0032071
9-10-07-0.00023516
9-11-070.0017601
9-12-07-6.50E-06
9-13-070.0013198
9-14-070.00013869
9-17-07-0.00072247
9-18-070.005144
9-19-070.00096765
9-20-07-0.001924
9-21-070.00079626
9-24-07-0.0014222
9-25-07-0.00010683
9-26-070.0012323
9-27-070.00098867
9-28-07-0.00060196
10-1-070.0031631
10-2-075.32E-05
10-3-07-0.0010816
10-4-070.0007733
10-5-070.0026177
10-8-07-0.00059194
10-9-070.0023867
10-10-07-5.63E-05
10-11-07-0.00093835
10-12-070.0016697
10-15-07-0.0016706
10-16-07-0.00095321
10-17-070.0010227
10-18-070.00062568
10-19-07-0.0070971
10-22-070.00088715
10-23-070.0017365
10-24-076.60E-05
10-25-070.00039752
10-26-070.0026684
10-29-070.001277
10-30-07-0.00037325
10-31-070.002558
11-1-07-0.0059469
11-2-070.00051962
11-5-07-0.00016921
11-6-070.0019794
11-7-07-0.0060623
11-8-070.00013032
11-9-07-0.0015276
11-12-07-0.00080597
11-13-070.0027302
11-14-07-0.00077115
11-15-07-0.0014904
11-16-070.00064409
11-19-07-0.0019792
11-20-070.00053576
11-21-07-0.0014832
11-23-070.0015447
11-26-07-0.0026634
11-27-070.001229
11-28-070.0025183
11-29-07-4.39E-05
11-30-070.00089456
12-3-07-0.00078743
12-4-07-0.00078452
12-5-070.0018596
12-6-070.0020685
12-7-07-0.0002108
12-10-070.0013268
12-11-07-0.007192
12-12-070.00070714
12-13-070.00011341
12-14-07-0.0026212
12-17-07-0.0027117
12-18-070.00067825
12-19-07-0.00023854
12-20-070.00069975
12-21-070.0023692
12-24-070.0013659
12-26-070.00021297
12-27-07-0.003233
12-28-070.00029507
12-31-07-0.0011697
Return to Figure 4

Figure 4b: Ljung-Box p-values of stable increments model SJ

LAGLjung-Box p-value
10.56918
20.79325
30.90281
40.50572
50.62774
60.70171
70.79588
80.86953
90.91622
100.7743
110.80243
120.70606
130.65736
140.71461
150.76057
160.80813
170.85516
180.84514
190.88153
200.90748
210.92703
220.94716
230.96219
240.97051
250.95711
260.95098
270.96443
280.9666
290.9756
300.98195
310.98706
320.97007
330.9406
340.88994
350.90519
360.9212
370.93781
380.95078
390.96197
400.95567
410.96574
420.97382
430.9636
440.96531
450.97211
460.97821
470.98215
480.97824
490.9769
500.97807
510.9813
520.98394
530.9866
540.98981
550.99078
560.00059164
570.00077056
580.0009753
590.0012947
600.0015103
610.0019764
620.0017833
630.001667
640.0019774
650.0024577
660.0022684
670.0018479
680.0020016
690.0024724
700.0027501
710.0030629
720.0038679
730.004861
740.0041084
750.0043501
760.0053085
770.0065835
780.0073568
790.008873
800.0099152
810.011561
820.014006
830.016872
840.019441
850.019123
860.022573
870.019148
880.022637
890.02652
900.028474
910.025318
920.029726
930.034402
940.032722
950.037295
960.042432
970.046253
980.051835
990.059526
1000.068095
1010.07368
1020.077754
1030.08748
1040.089544
1050.091311
1060.038002
1070.037251
1080.042765
1090.048598
1100.048932
1110.054932
1120.06054
1130.066921
1140.075051
1150.084419
1160.078094
1170.087663
1180.08879
1190.090111
1200.1008
1210.10578
1220.11726
1230.00055404
1240.00060838
1250.0007481
1260.00091646
1270.000974
1280.0011116
1290.00098857
1300.0011609
1310.0012677
1320.0014924
1330.001755
1340.0019818
1350.0023008
1360.0025409
1370.0029974
1380.0026856
1390.0031358
1400.0026488
1410.0031427
1420.0034495
1430.0040795
1440.004457
1450.0049601
1460.0053639
1470.0053302
1480.0061274
1490.0070692
1500.0081785
1510.0092994
1520.0088734
1530.0096155
1540.011017
1550.010966
1560.011448
1570.010629
1580.011221
1590.010378
1600.01182
1610.01338
1620.014177
1630.016031
1640.01829
1650.020214
1660.022901
1670.025043
1680.028055
1690.031578
1700.035048
1710.034994
1720.038847
1730.042017
1740.027389
1750.030324
1760.024049
1770.026831
1780.025145
1790.027182
1800.030416
1810.034057
1820.036758
1830.040578
1840.043723
1850.04851
1860.052893
1870.038025
1880.041551
1890.040953
1900.044085
1910.048378
1920.053134
1930.058719
1940.064751
1950.070086
1960.066354
1970.051539
1980.056598
1990.060371
2000.063132
2010.069348
2020.075788
2030.081288
2040.063575
2050.067006
2060.06965
2070.075721
2080.068852
2090.073085
2100.079919
2110.084527
2120.089809
2130.095046
2140.10081
2150.10617
2160.11025
2170.10869
2180.11687
2190.12571
2200.13274
2210.12838
2220.12766
2230.1376
2240.14769
2250.15855
2260.15135
2270.14831
2280.13908
2290.14845
2300.15771
2310.10873
2320.11285
2330.11449
2340.10279
2350.11046
2360.1185
2370.12663
2380.13609
2390.13375
2400.13447
2410.14118
2420.14942
2430.15986
2440.15893
2450.16962
2460.15151
2470.16029
2480.16822
2490.1792
2500.17036
2510.18176
2520.16752
2530.1778
2540.18727
2550.095591
2560.10307
2570.099874
2580.10302
2590.10627
2600.11413
2610.11942
2620.12786
2630.137
2640.13204
2650.13875
2660.14834
2670.15813
2680.16146
2690.15234
2700.15949
2710.14584
2720.15185
2730.16064
2740.16513
2750.17536
2760.18439
2770.19398
2780.20522
2790.0054235
2800.005899
2810.0061366
2820.0068773
2830.0069442
2840.0070133
2850.0077664
2860.0077883
2870.0086933
2880.0095913
2890.010655
2900.0088244
2910.0098165
2920.0099273
2930.0099213
2940.010267
2950.010936
2960.011826
2970.012266
2980.013426
2990.014857
3000.013628
3010.014247
3020.015721
3030.014768
3040.016295
3050.017963
3060.018825
3070.020012
3080.021577
3090.02099
3100.023005
3110.025194
3120.026698
3130.028611
3140.028772
3150.028543
3160.026406
3170.026951
3180.024041
3190.026263
3200.028033
3210.029851
3220.026122
3230.021791
3240.019182
3250.020697
3260.0018353
3270.0018294
3280.0020586
3290.0023167
3300.0020584
3310.0022657
3320.0025258
3330.0026858
3340.0029528
3350.0011455
3360.0012952
3370.0014587
3380.0016392
3390.001625
3400.0015521
3410.0016682
3420.0014603
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24820.20872
24830.21257
24840.2167
24850.21538
24860.21918
24870.22291
24880.22707
24890.22773
24900.23195
24910.23576
24920.23982
24930.24228
24940.24606
24950.25034
24960.2531
24970.2573
24980.2616
24990.26619
25000.26982
25010.2745
25020.27914
25030.28214
25040.28629
25050.2875
25060.27715
25070.27634
25080.27991
25090.28457
25100.28293
25110.28647
25120.27779
25130.28204
25140.28651
25150.29132
25160.2958
25170.30054
25180.29678
25190.30089
25200.30575
25210.30592
25220.30955
25230.31182
25240.31645
25250.31844
25260.32266
25270.327
25280.33208
25290.31712
25300.32202
25310.31481
25320.31708
25330.32206
25340.32546
25350.042728
25360.039728
25370.040929
25380.038133
25390.039158
25400.040195
25410.041035
25420.042274
25430.043045
25440.04425
25450.045566
25460.046758
25470.046269
25480.047611
25490.048964
25500.048931
25510.050349
25520.051806
25530.052384
25540.053885
25550.055187
25560.055993
25570.057543
25580.058591
25590.059608
25600.061167
25610.06279
25620.064506
25630.066159
25640.067228
25650.068763
25660.067627
25670.06931
25680.069791
25690.071552
25700.070778
25710.072193
25720.073896
25730.068669
25740.069024
25750.069627
25760.070217
25770.072079
25780.073524
25790.074851
25800.076818
25810.077997
25820.077819
25830.074796
25840.07659
25850.077693
25860.078824
25870.079526
25880.081589
25890.082675
25900.082661
25910.084181
25920.086085
25930.087246
25940.08932
25950.091561
25960.088488
25970.089534
25980.090879
25990.090536
26000.092775
26010.095084
26020.096913
26030.098885
26040.10126
26050.1023
26060.10384
26070.1059
26080.10843
26090.11053
26100.11275
26110.11539
26120.10769
26130.10955
26140.11061
26150.11201
26160.11404
26170.10935
26180.11175
26190.11437
26200.11672
26210.11877
26220.12144
26230.12309
26240.11546
26250.1174
26260.12013
26270.11995
26280.1217
26290.124
26300.1258
26310.12839
26320.1306
26330.13317
26340.13581
26350.13858
26360.14072
26370.14375
26380.14685
26390.14996
26400.14966
26410.14925
26420.14981
26430.15294
26440.15228
26450.15524
26460.14518
26470.14774
26480.14062
26490.14091
26500.13764
26510.14052
26520.14327
26530.14638
26540.14786
26550.15098
26560.15147
26570.15451
26580.15329
26590.14908
26600.15225
26610.14928
26620.15102
26630.15338
26640.15601
26650.15789
26660.15545
26670.15871
26680.15997
26690.15659
26700.15965
26710.16159
26720.16397
26730.16159
26740.16494
26750.16584
26760.16758
26770.16987
26780.17128
26790.16831
26800.17175
26810.1743
26820.17777
26830.17959
26840.18318
26850.18679
26860.19005
26870.19187
26880.19307
26890.19681
26900.20014
26910.20193
26920.20518
26930.20727
26940.21041
26950.20923
26960.21306
26970.21677
26980.21805
26990.2217
27000.22265
27010.22663
27020.23054
27030.23408
27040.23771
27050.23875
27060.23751
27070.23953
27080.24375
27090.24798
27100.25169
27110.25558
27120.25988
27130.2559
27140.25951
27150.26317
27160.2676
27170.27167
27180.26457
27190.26868
27200.2707
27210.27463
27220.27915
27230.28362
27240.28766
27250.28746
27260.2896
27270.29415
27280.28625
27290.28755
27300.29127
27310.29569
27320.29979
27330.29849
27340.30147
27350.30592
27360.31043
27370.31205
27380.31568
27390.32038
27400.31318
27410.31496
27420.31959
27430.32402
27440.3282
27450.3319
27460.33467
27470.32443
27480.32358
27490.32595
27500.32624
27510.3306
27520.3343
27530.32945
27540.33057
27550.32666
27560.33151
27570.33162
27580.33629
27590.33317
27600.33584
27610.34017
27620.34332
27630.348
27640.34424
27650.34896
27660.35394
27670.3587
27680.36269
27690.36762
27700.37266
27710.37548
27720.38027
27730.38492
27740.38945
27750.39444
27760.3996
27770.4041
27780.40857
27790.41222
27800.41586
27810.42092
27820.42576
27830.43043
27840.43255
27850.4363
27860.43959
27870.44475
27880.44986
27890.45083
27900.45381
27910.45864
27920.46377
27930.46281
27940.46809
27950.47328
27960.47017
27970.47443
27980.47974
27990.48466
28000.48976
28010.49497
28020.50024
28030.50169
28040.50365
28050.50868
28060.50715
28070.51071
28080.51593
28090.51749
28100.50064
28110.50384
28120.50817
28130.51343
28140.50739
28150.51178
28160.51681
28170.52072
28180.52347
28190.52658
28200.52293
28210.52191
28220.52619
28230.52756
28240.52771
28250.52489
28260.52901
28270.53403
28280.53892
28290.54326
28300.54828
28310.55195
28320.55532
28330.55958
28340.56217
28350.56483
28360.55488
28370.56013
28380.56523
28390.57001
28400.57309
28410.57568
28420.57926
28430.58408
28440.58447
28450.57961
28460.57371
28470.57011
28480.57528
28490.57701
28500.57457
28510.57938
28520.58451
28530.5883
28540.59333
28550.59069
28560.59576
28570.60085
28580.60435
28590.60895
28600.61215
28610.60501
28620.6085
28630.61264
28640.61437
28650.61613
28660.61606
28670.61717
28680.6222
28690.62709
28700.63158
28710.63652
28720.64021
28730.64498
28740.64924
28750.65394
28760.6559
28770.65363
28780.65847
28790.6627
28800.66733
28810.67182
28820.67565
28830.67973
28840.68371
28850.68825
28860.69018
28870.68448
28880.68904
28890.68646
28900.68885
28910.69321
28920.69779
28930.70154
28940.70576
28950.70285
28960.70703
28970.71153
28980.71601
28990.71915
29000.72345
29010.72784
29020.73067
29030.73384
29040.73763
29050.74126
29060.74393
29070.7474
29080.75158
29090.75558
29100.75893
29110.76294
29120.76675
29130.76894
29140.77099
29150.77462
29160.77819
29170.77504
29180.77891
29190.78278
29200.78259
29210.78378
29220.78761
29230.79132
29240.78989
29250.79362
29260.7933
29270.7934
29280.79332
29290.79315
29300.79468
29310.79776
29320.79918
29330.80122
29340.80397
29350.80748
29360.80811
29370.81164
29380.80836
29390.81187
29400.81521
29410.81687
29420.81817
29430.81172
29440.81311
29450.81468
29460.81104
29470.8135
29480.81684
29490.81852
29500.82175
29510.82506
29520.82435
29530.82765
29540.82787
29550.82428
29560.82414
29570.82535
29580.82857
29590.83177
29600.82893
29610.8315
29620.83401
29630.83351
29640.83062
29650.83341
29660.83358
29670.83261
29680.83388
29690.82279
29700.82495
29710.82707
29720.8286
29730.83167
29740.8304
29750.83198
29760.82631
29770.82813
29780.83097
29790.83423
29800.83092
29810.83367
29820.83675
29830.8392
29840.83722
29850.83551
29860.83825
29870.84109
29880.84217
29890.84519
29900.84476
29910.84321
29920.84621
29930.84828
29940.85098
29950.85397
29960.85556
29970.8583
29980.8607
29990.8632
30000.86564
Return to Figure 4

Figure 4c: iid stable increments model DiffSJSV

datestable increment
1-5-810.18717
1-6-810.057019
1-7-81-1.1907
1-8-81-0.38156
1-9-810.051471
1-12-810.025182
1-13-81-0.0051672
1-14-810.049213
1-15-810.10643
1-16-810.090536
1-19-81-0.0031786
1-20-81-0.96074
1-21-81-0.0098689
1-22-81-0.13526
1-23-810.028459
1-26-81-0.0054448
1-27-810.15703
1-28-81-0.056847
1-29-810.031309
1-30-81-0.033847
2-2-81-0.65195
2-3-810.16756
2-4-810.053923
2-5-810.13847
2-6-810.14043
2-9-81-0.16132
2-10-810.035897
2-11-81-0.094888
2-12-81-0.05089
2-13-81-0.011219
2-17-810.13452
2-18-810.11745
2-19-81-0.25553
2-20-810.047233
2-23-810.13122
2-24-810.063257
2-25-810.16124
2-26-810.20194
2-27-810.17207
3-2-810.1364
3-3-81-0.16755
3-4-810.087166
3-5-81-0.05947
3-6-810.059423
3-9-810.18965
3-10-81-0.0050209
3-11-810.017796
3-12-810.41544
3-13-810.045494
3-16-810.20791
3-17-81-0.047701
3-18-810.080859
3-19-81-0.05031
3-20-810.11928
3-23-810.20934
3-24-81-0.094564
3-25-810.2828
3-26-81-0.11582
3-27-81-0.34385
3-30-81-0.026787
3-31-810.19093
4-1-810.083877
4-2-81-0.014758
4-3-81-0.10993
4-6-81-0.34188
4-7-810.015185
4-8-810.069336
4-9-810.071806
4-10-810.009312
4-13-81-0.23719
4-14-81-0.036169
4-15-810.18376
4-16-810.090798
4-20-810.12522
4-21-81-0.21841
4-22-810.017558
4-23-810.009348
4-24-810.16936
4-27-810.082017
4-28-81-0.20465
4-29-81-0.24157
4-30-81-0.0022822
5-1-810.022691
5-4-81-0.71969
5-5-81-0.029413
5-6-810.080532
5-7-810.12788
5-8-810.029081
5-11-81-0.65431
5-12-810.13182
5-13-81-0.0085957
5-14-810.11475
5-15-810.13179
5-18-810.078698
5-19-81-0.035962
5-20-810.022361
5-21-810.0040451
5-22-81-0.010668
5-26-810.21256
5-27-810.16859
5-28-81-0.0058884
5-29-81-0.11575
6-1-810.020128
6-2-81-0.51609
6-3-810.046532
6-4-810.069521
6-5-810.18998
6-8-810.047921
6-9-810.0089837
6-10-810.092638
6-11-810.22627
6-12-810.0051202
6-15-810.075808
6-16-81-0.2836
6-17-810.18565
6-18-81-0.45644
6-19-810.10811
6-22-81-0.01174
6-23-810.19278
6-24-81-0.096426
6-25-810.05189
6-26-81-0.002779
6-29-81-0.074246
6-30-81-0.068141
7-1-81-0.28392
7-2-81-0.18064
7-6-81-0.23057
7-7-810.12011
7-8-810.041613
7-9-810.14513
7-10-810.042638
7-13-810.078703
7-14-810.043112
7-15-810.11948
7-16-810.064449
7-17-810.10846
7-20-81-0.62783
7-21-81-0.0030386
7-22-81-0.17566
7-23-810.081992
7-24-810.16486
7-27-810.20745
7-28-81-0.082214
7-29-810.053132
7-30-810.14793
7-31-810.15528
8-3-81-0.019801
8-4-810.13909
8-5-810.22654
8-6-810.044744
8-7-81-0.096906
8-10-810.14853
8-11-810.2078
8-12-81-0.015182
8-13-810.06741
8-14-81-0.11325
8-17-81-0.17285
8-18-81-0.11496
8-19-810.098511
8-20-810.088826
8-21-81-0.17751
8-24-81-3.1451
8-25-81-0.0015912
8-26-810.028486
8-27-81-0.17078
8-28-810.10588
8-31-81-0.12816
9-1-810.077981
9-2-810.10854
9-3-81-0.40175
9-4-81-0.10553
9-8-81-0.3123
9-9-810.082517
9-10-810.19579
9-11-810.17441
9-14-81-0.084444
9-15-81-0.078852
9-16-81-0.069766
9-17-81-0.22137
9-18-81-0.070408
9-21-810.13845
9-22-81-0.019293
9-23-81-0.075017
9-24-81-0.012851
9-25-81-0.30938
9-28-810.2647
9-29-810.081818
9-30-810.069102
10-1-810.12935
10-2-810.2487
10-5-810.063396
10-6-810.03104
10-7-810.22192
10-8-810.14821
10-9-81-0.083382
10-12-810.011778
10-13-81-0.0057068
10-14-81-0.39208
10-15-810.13349
10-16-81-0.025177
10-19-810.020614
10-20-810.17756
10-21-810.031589
10-22-81-0.0036265
10-23-81-0.085329
10-26-810.01392
10-27-810.17477
10-28-810.085362
10-29-810.03161
10-30-810.3304
11-2-810.28579
11-3-810.10736
11-4-810.033943
11-5-81-0.18844
11-6-81-0.1116
11-9-810.10997
11-10-81-0.033732
11-11-810.076313
11-12-810.083933
11-13-81-0.24644
11-16-81-0.20901
11-17-810.1412
11-18-81-0.085597
11-19-810.097785
11-20-810.15238
11-23-810.037342
11-24-810.24419
11-25-810.11028
11-27-810.16312
11-30-810.18761
12-1-810.0086649
12-2-81-0.29338
12-3-810.094063
12-4-810.17211
12-7-81-0.17576
12-8-81-0.016228
12-9-810.12466
12-10-810.077492
12-11-81-0.085469
12-14-81-0.84991
12-15-810.06089
12-16-81-0.054007
12-17-810.12056
12-18-810.1444
12-21-81-0.059711
12-22-81-0.02389
12-23-81-0.034729
12-24-810.080471
12-28-810.025043
12-29-81-0.021923
12-30-810.14025
12-31-810.098422
1-4-820.094914
1-5-82-1.0072
1-6-82-0.063871
1-7-820.032179
1-8-820.12727
1-11-82-0.88326
1-12-82-0.0025808
1-13-82-0.16531
1-14-820.1104
1-15-820.12964
1-18-820.13936
1-19-82-0.11192
1-20-82-0.027789
1-21-820.10101
1-22-820.024395
1-25-820.074692
1-26-820.047283
1-27-820.1304
1-28-820.40483
1-29-820.19565
2-1-82-0.8534
2-2-820.057424
2-3-82-0.23047
2-4-820.020865
2-5-820.11839
2-8-82-0.98095
2-9-82-0.14374
2-10-820.10647
2-11-82-0.021675
2-12-820.011733
2-16-82-0.020772
2-17-82-0.025177
2-18-820.050661
2-19-82-0.055679
2-22-82-0.30484
2-23-820.010898
2-24-820.22273
2-25-82-0.0052487
2-26-820.022556
3-1-820.060038
3-2-82-0.046548
3-3-82-0.36036
3-4-82-0.12801
3-5-82-0.033068
3-8-82-0.44331
3-9-820.1743
3-10-820.092561
3-11-820.020051
3-12-82-0.073894
3-15-820.13319
3-16-820.015047
3-17-820.026897
3-18-820.17658
3-19-820.087276
3-22-820.28988
3-23-820.12963
3-24-82-0.06883
3-25-820.070131
3-26-82-0.23083
3-29-820.084712
3-30-820.042446
3-31-820.00082223
4-1-820.26343
4-2-820.20617
4-5-82-0.034968
4-6-820.12488
4-7-820.059451
4-8-820.14996
4-12-820.0080619
4-13-820.049134
4-14-820.030229
4-15-820.13135
4-16-820.12479
4-19-820.039013
4-20-82-0.21986
4-21-820.10008
4-22-820.23935
4-23-820.23271
4-26-820.13175
4-27-82-0.34083
4-28-82-0.11014
4-29-82-0.22567
4-30-820.082806
5-3-820.097008
5-4-820.13265
5-5-820.077167
5-6-820.18066
5-7-820.15206
5-10-82-0.23435
5-11-820.18031
5-12-82-0.0031762
5-13-82-0.19198
5-14-820.0018239
5-17-82-0.34503
5-18-82-0.14936
5-19-82-0.17819
5-20-82-0.018341
5-21-820.070833
5-24-820.015222
5-25-82-0.027126
5-26-82-0.27888
5-27-82-0.039942
5-28-82-0.10972
6-1-820.0047261
6-2-820.08532
6-3-820.01919
6-4-82-0.43345
6-7-820.039821
6-8-82-0.033652
6-9-82-0.04842
6-10-820.11868
6-11-820.23288
6-14-82-0.25535
6-15-820.0013294
6-16-82-0.10401
6-17-82-0.19691
6-18-82-0.012106
6-21-820.02917
6-22-820.16787
6-23-820.24618
6-24-82-0.012703
6-25-82-0.074349
6-28-820.17201
6-29-820.032544
6-30-82-0.058982
7-1-82-0.11704
7-2-82-0.15518
7-6-820.0011169
7-7-820.046484
7-8-820.087983
7-9-820.20999
7-12-820.14
7-13-820.039012
7-14-820.17876
7-15-820.063718
7-16-820.14164
7-19-820.02121
7-20-820.16653
7-21-820.055431
7-22-820.091331
7-23-820.049469
7-26-82-0.028113
7-27-82-0.036068
7-28-82-0.18836
7-29-820.08655
7-30-820.028357
8-2-820.27858
8-3-82-0.040172
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5-4-060.13123
5-5-060.23564
5-8-060.048121
5-9-060.079619
5-10-060.045614
5-11-06-0.41081
5-12-06-0.24511
5-15-060.10137
5-16-060.02875
5-17-06-0.6087
5-18-06-0.079332
5-19-060.10801
5-22-06-0.006637
5-23-06-0.0083452
5-24-060.086312
5-25-060.20647
5-26-060.14435
5-30-06-0.36613
5-31-060.15853
6-1-060.20885
6-2-060.087023
6-5-06-0.61303
6-6-060.020703
6-7-06-0.052573
6-8-060.066556
6-9-06-0.016441
6-12-06-0.17522
6-13-06-0.14219
6-14-060.11366
6-15-060.27264
6-16-06-0.027271
6-19-06-0.1326
6-20-060.036945
6-21-060.16079
6-22-06-0.048382
6-23-060.032116
6-26-060.11727
6-27-06-0.11167
6-28-060.1174
6-29-060.31176
6-30-06-0.0089237
7-3-060.1404
7-5-06-0.13165
7-6-060.074449
7-7-06-0.10221
7-10-060.060585
7-11-060.1014
7-12-06-0.23429
7-13-06-0.3231
7-14-06-0.059799
7-17-060.012161
7-18-060.062834
7-19-060.27615
7-20-06-0.18629
7-21-06-0.14246
7-24-060.23291
7-25-060.1027
7-26-060.00020218
7-27-06-0.091558
7-28-060.19862
7-31-06-0.036065
8-1-06-0.12461
8-2-060.10337
8-3-060.055768
8-4-06-0.0030318
8-7-06-0.055745
8-8-06-0.068467
8-9-06-0.087639
8-10-060.10831
8-11-06-0.073504
8-14-060.058526
8-15-060.26302
8-16-060.1622
8-17-060.049354
8-18-060.10262
8-21-06-0.1031
8-22-060.046617
8-23-06-0.12794
8-24-060.082882
8-25-060.013254
8-28-060.14527
8-29-060.077665
8-30-060.057509
8-31-060.020789
9-1-060.16091
9-5-060.092629
9-6-06-0.54068
9-7-06-0.11384
9-8-060.11215
9-11-060.047711
9-12-060.24647
9-13-060.11576
9-14-06-0.0065942
9-15-060.094133
9-18-060.065584
9-19-06-0.03531
9-20-060.16483
9-21-06-0.14341
9-22-06-0.016538
9-25-060.22112
9-26-060.19021
9-27-060.038342
9-28-060.081119
9-29-06-0.030018
10-2-06-0.056456
10-3-060.091298
10-4-060.33328
10-5-060.089631
10-6-06-0.055977
10-9-060.055185
10-10-060.090337
10-11-06-0.037777
10-12-060.25665
10-13-060.088942
10-16-060.10108
10-17-06-0.096738
10-18-060.080207
10-19-060.072633
10-20-060.084133
10-23-060.19599
10-24-060.055789
10-25-060.13801
10-26-060.1705
10-27-06-0.5476
10-30-060.053143
10-31-060.046025
11-1-06-0.28139
11-2-060.033924
11-3-06-0.011649
11-6-060.28477
11-7-060.085654
11-8-060.088495
11-9-06-0.18777
11-10-060.084067
11-13-060.10812
11-14-060.18319
11-15-060.10333
11-16-060.10103
11-17-060.077738
11-20-060.039167
11-21-060.09618
11-22-060.11462
11-24-06-0.051929
11-27-06-2.0918
11-28-060.11121
11-29-060.22242
11-30-060.049286
12-1-06-0.060357
12-4-060.22477
12-5-060.12896
12-6-06-0.017167
12-7-06-0.12455
12-8-060.075863
12-11-060.094476
12-12-060.0034539
12-13-060.076637
12-14-060.23643
12-15-060.066991
12-18-06-0.097984
12-19-060.091051
12-20-06-0.010033
12-21-06-0.088249
12-22-06-0.16666
12-26-060.13906
12-27-060.18898
12-28-06-0.014976
12-29-06-0.13477
1-3-070.00094934
1-4-070.069721
1-5-07-0.20604
1-8-070.092197
1-9-070.03834
1-10-070.088536
1-11-070.18211
1-12-070.15556
1-16-070.068789
1-17-070.025894
1-18-07-0.02939
1-19-070.12008
1-22-07-0.096769
1-23-070.137
1-24-070.23025
1-25-07-0.83468
1-26-070.0070851
1-29-070.014973
1-30-070.16359
1-31-070.17745
2-1-070.15393
2-2-070.086197
2-5-070.02127
2-6-070.070272
2-7-070.089993
2-8-070.031875
2-9-07-0.16742
2-12-07-0.022191
2-13-070.20015
2-14-070.20026
2-15-070.076363
2-16-070.034416
2-20-070.12416
2-21-070.033632
2-22-070.055837
2-23-07-0.0045536
2-26-070.055952
2-27-07-8.474
2-28-070.16797
3-1-070.034503
3-2-07-0.24898
3-5-07-0.13868
3-6-070.28032
3-7-070.016093
3-8-070.1643
3-9-070.074642
3-12-070.1126
3-13-07-1.5471
3-14-070.14529
3-15-070.1062
3-16-07-0.022107
3-19-070.20231
3-20-070.14838
3-21-070.3164
3-22-070.019473
3-23-070.052084
3-26-070.056758
3-27-07-0.13487
3-28-07-0.20692
3-29-070.092329
3-30-070.016114
4-2-070.086378
4-3-070.19336
4-4-070.064797
4-5-070.1016
4-9-070.057575
4-10-070.097606
4-11-07-0.12029
4-12-070.15898
4-13-070.12
4-16-070.23769
4-17-070.09166
4-18-070.07016
4-19-070.037559
4-20-070.23058
4-23-07-0.0014846
4-24-070.055269
4-25-070.24835
4-26-070.035639
4-27-070.050687
4-30-07-0.18488
5-1-070.10887
5-2-070.17469
5-3-070.14351
5-4-070.10831
5-7-070.1186
5-8-070.046272
5-9-070.1372
5-10-07-0.80615
5-11-070.21211
5-14-070.010896
5-15-070.030324
5-16-070.20486
5-17-070.039125
5-18-070.17261
5-21-070.088161
5-22-070.052139
5-23-070.044037
5-24-07-0.2119
5-25-070.16266
5-29-070.10349
5-30-070.19967
5-31-070.08145
6-1-070.13987
6-4-070.1146
6-5-07-0.025383
6-6-07-0.10655
6-7-07-0.60137
6-8-070.21551
6-11-070.079949
6-12-07-0.14621
6-13-070.25041
6-14-070.12842
6-15-070.15479
6-18-070.039012
6-19-070.092063
6-20-07-0.32901
6-21-070.14373
6-22-07-0.27486
6-25-070.0032811
6-26-070.0077864
6-27-070.1754
6-28-070.052855
6-29-070.043631
7-2-070.19533
7-3-070.12
7-5-070.080646
7-6-070.1252
7-9-070.097897
7-10-07-0.18825
7-11-070.15468
7-12-070.3017
7-13-070.11595
7-16-070.047477
7-17-070.080702
7-18-070.06214
7-19-070.14576
7-20-07-0.10008
7-23-070.14473
7-24-07-0.32896
7-25-070.13739
7-26-07-0.4189
7-27-07-0.15375
7-30-070.16879
7-31-07-0.07738
8-1-070.15
8-2-070.12583
8-3-07-0.4325
8-6-070.26815
8-7-070.12339
8-8-070.19069
8-9-07-0.90909
8-10-070.055072
8-13-070.05064
8-14-07-0.20882
8-15-07-0.12483
8-16-070.086465
8-17-070.25606
8-20-070.044144
8-21-070.066386
8-22-070.16636
8-23-070.047049
8-24-070.16984
8-27-07-0.042783
8-28-07-0.45598
8-29-070.23819
8-30-07-0.011987
8-31-070.15502
9-4-070.14739
9-5-07-0.14514
9-6-070.090497
9-7-07-0.29102
9-10-070.02547
9-11-070.17562
9-12-070.047323
9-13-070.13812
9-14-070.052044
9-17-07-0.025619
9-18-070.41749
9-19-070.10979
9-20-07-0.081059
9-21-070.097615
9-24-07-0.053998
9-25-070.037779
9-26-070.11596
9-27-070.09924
9-28-070.0099088
10-1-070.21925
10-2-070.045325
10-3-07-0.021251
10-4-070.088202
10-5-070.18713
10-8-070.0032291
10-9-070.17107
10-10-070.03717
10-11-07-0.014338
10-12-070.13852
10-15-07-0.06996
10-16-07-0.017606
10-17-070.11266
10-18-070.085085
10-19-07-0.83169
10-22-070.11934
10-23-070.17048
10-24-070.054672
10-25-070.078813
10-26-070.22121
10-29-070.13194
10-30-070.020474
10-31-070.21997
11-1-07-0.60709
11-2-070.086758
11-5-070.035161
11-6-070.19631
11-7-07-0.68545
11-8-070.059602
11-9-07-0.1069
11-12-07-0.036861
11-13-070.30126
11-14-07-0.023673
11-15-07-0.095604
11-16-070.11027
11-19-07-0.17636
11-20-070.10318
11-21-07-0.127
11-23-070.19498
11-26-07-0.29154
11-27-070.17421
11-28-070.28233
11-29-070.045155
11-30-070.12253
12-3-07-0.024327
12-4-07-0.020269
12-5-070.19523
12-6-070.19854
12-7-070.02924
12-10-070.13544
12-11-07-0.81642
12-12-070.10091
12-13-070.058607
12-14-07-0.18189
12-17-07-0.2033
12-18-070.10442
12-19-070.028348
12-20-070.099707
12-21-070.2172
12-24-070.13809
12-26-070.06259
12-27-07-0.22678
12-28-070.064646
12-31-07-0.039191
Return to Figure 4

Figure 4d: Ljung-Box p-values of stable increments model DiffSJSV

LAGLjung-Box p-value
10.42255
20.61697
30.77166
40.70133
50.80074
60.87893
70.85502
80.90458
90.94045
100.74308
110.78395
120.83897
130.83283
140.87563
150.902
160.93093
170.94722
180.94859
190.96521
200.97705
210.98111
220.9878
230.99105
240.99415
250.99006
260.98882
270.99212
280.99426
290.99527
300.99452
310.99448
320.99636
330.99361
340.98901
350.99197
360.99447
370.99623
380.99745
390.9982
400.99766
410.99843
420.99885
430.99908
440.99938
450.99956
460.99958
470.9949
480.99633
490.99557
500.99617
510.989
520.9899
530.99243
540.99144
550.99239
560.81604
570.83991
580.85806
590.87715
600.8939
610.90615
620.88419
630.82757
640.84724
650.8553
660.87051
670.55919
680.51038
690.53934
700.56846
710.58711
720.61818
730.64827
740.6721
750.67678
760.70343
770.7239
780.74972
790.76319
800.76374
810.78699
820.79843
830.81835
840.83634
850.83566
860.85326
870.84487
880.85284
890.86928
900.87514
910.88534
920.8993
930.90408
940.91631
950.9233
960.9323
970.93723
980.94585
990.95154
1000.95854
1010.96107
1020.96626
1030.96932
1040.97234
1050.97499
1060.94318
1070.93793
1080.94526
1090.94953
1100.95628
1110.96222
1120.96605
1130.97043
1140.97481
1150.97767
1160.97763
1170.98098
1180.97411
1190.97248
1200.97607
1210.96959
1220.97137
1230.56472
1240.49027
1250.50952
1260.53095
1270.52254
1280.53597
1290.54924
1300.57371
1310.57019
1320.59348
1330.577
1340.5943
1350.60702
1360.6259
1370.64852
1380.65879
1390.67691
1400.65309
1410.67291
1420.69293
1430.71363
1440.7293
1450.73271
1460.57626
1470.59292
1480.6109
1490.63245
1500.65388
1510.67386
1520.6782
1530.67833
1540.69844
1550.70977
1560.72837
1570.74286
1580.76096
1590.77251
1600.78464
1610.78721
1620.76873
1630.78506
1640.79717
1650.79944
1660.81196
1670.82591
1680.83958
1690.85163
1700.8608
1710.80247
1720.80682
1730.81499
1740.81216
1750.82258
1760.83511
1770.84822
1780.85141
1790.86354
1800.87497
1810.88557
1820.89416
1830.90324
1840.91141
1850.91951
1860.9271
1870.92865
1880.93538
1890.9418
1900.94211
1910.94795
1920.94938
1930.95285
1940.95779
1950.96226
1960.96112
1970.95474
1980.95927
1990.96257
2000.96614
2010.96967
2020.97125
2030.97446
2040.96447
2050.96818
2060.96983
2070.97141
2080.97415
2090.97662
2100.97918
2110.98071
2120.97664
2130.97622
2140.94906
2150.9536
2160.95471
2170.94929
2180.9542
2190.95801
2200.96215
2210.96525
2220.96705
2230.96954
2240.97253
2250.97387
2260.9736
2270.97642
2280.97382
2290.97483
2300.977
2310.97134
2320.97286
2330.97298
2340.9514
2350.95389
2360.9569
2370.95724
2380.96126
2390.96046
2400.96079
2410.96448
2420.9677
2430.97089
2440.97385
2450.97655
2460.9788
2470.96768
2480.96786
2490.97076
2500.97345
2510.97572
2520.97804
2530.98034
2540.98193
2550.98027
2560.98163
2570.97615
2580.97594
2590.97634
2600.97871
2610.98012
2620.98193
2630.9834
2640.98518
2650.98678
2660.98807
2670.98925
2680.98915
2690.99024
2700.99134
2710.99224
2720.99214
2730.99255
2740.99333
2750.99361
2760.98791
2770.98816
2780.98936
2790.8192
2800.82943
2810.81811
2820.82756
2830.83229
2840.80724
2850.81276
2860.82388
2870.83461
2880.83738
2890.84756
2900.84988
2910.85761
2920.85415
2930.86219
2940.86508
2950.86537
2960.87408
2970.88195
2980.88994
2990.89453
3000.89833
3010.90427
3020.9104
3030.90388
3040.90949
3050.91328
3060.91912
3070.92096
3080.9268
3090.92791
3100.93334
3110.93846
3120.94326
3130.94216
3140.94661
3150.89313
3160.8954
3170.90132
3180.87973
3190.87838
3200.88631
3210.88825
3220.87835
3230.88231
3240.86585
3250.86563
3260.47881
3270.494
3280.50035
3290.51486
3300.51933
3310.53465
3320.54644
3330.55328
3340.56017
3350.27655
3360.28887
3370.30146
3380.30807
3390.3216
3400.33268
3410.34609
3420.35113
3430.36291
3440.37674
3450.38753
3460.40045
3470.41451
3480.41338
3490.42617
3500.43952
3510.45224
3520.46343
3530.47738
3540.48297
3550.49751
3560.49491
3570.46511
3580.47281
3590.47288
3600.48563
3610.49571
3620.49701
3630.51165
3640.5263
3650.54079
3660.55542
3670.55732
3680.56271
3690.55623
3700.56639
3710.57829
3720.58712
3730.60111
3740.61402
3750.61938
3760.63297
3770.64243
3780.63323
3790.64606
3800.11452
3810.12115
3820.078496
3830.083842
3840.08764
3850.084178
3860.086371
3870.08569
3880.089691
3890.09264
3900.094144
3910.098177
3920.10429
3930.10465
3940.10888
3950.10782
3960.11209
3970.11884
3980.12587
3990.13134
4000.13572
4010.13327
4020.027799
4030.028714
4040.030525
4050.030854
4060.032802
4070.031923
4080.033379
4090.03568
4100.03845
4110.041393
4120.043627
4130.046802
4140.033287
4150.035857
4160.038526
4170.041451
4180.038522
4190.041388
4200.043851
4210.046799
4220.049767
4230.052948
4240.054386
4250.056935
4260.05997
4270.063311
4280.067591
4290.068377
4300.07225
4310.07696
4320.074539
4330.07684
4340.078595
4350.083359
4360.083653
4370.084405
4380.085645
4390.090589
4400.094704
4410.10043
4420.10576
4430.11192
4440.1172
4450.1231
4460.12993
4470.010454
4480.010862
4490.0031303
4500.0015214
4510.0014537
4520.0014871
4530.0016009
4540.0017606
4550.0016144
4560.0017341
4570.0017378
4580.0018597
4590.0020578
4600.0022098
4610.002289
4620.0024405
4630.0026576
4640.0028442
4650.0030616
4660.0024721
4670.0027275
4680.0026989
4690.0029602
4700.0032531
4710.0032974
4720.0036132
4730.0038875
4740.0041641
4750.0042745
4760.0046869
4770.0047538
4780.0044038
4790.0043672
4800.0046756
4810.0046162
4820.0050261
4830.0053914
4840.0053176
4850.0053338
4860.0058322
4870.0063584
4880.0069379
4890.0073567
4900.0080112
4910.0087125
4920.0094591
4930.010147
4940.01031
4950.011119
4960.012025
4970.013002
4980.0092846
4990.010086
5000.01091
5010.0083395
5020.0086952
5032.29E-05
5042.27E-05
5052.53E-05
5061.46E-05
5071.51E-05
5081.72E-05
5091.95E-05
5102.21E-05
5112.46E-05
5122.79E-05
5133.10E-05
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24020.0022249
24030.0023263
24040.0024048
24050.0024958
24060.0025991
24070.0027074
24080.0027862
24090.0028649
24100.0029503
24110.0029944
24120.0015809
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24140.0016187
24150.0016729
24160.0017146
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24230.0022089
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24280.0027214
24290.0028337
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24310.0028705
24320.0029251
24330.003036
24340.0031499
24350.0030033
24360.0029409
24370.0030338
24380.0031341
24390.0032494
24400.0032202
24410.0033607
24420.0034888
24430.0035616
24440.0037049
24450.0036332
24460.0037878
24470.0029222
24480.0030446
24490.0031364
24500.003258
24510.0033366
24520.0034602
24530.0036085
24540.0036548
24550.0038106
24560.0035124
24570.0035726
24580.0037259
24590.0038754
24600.0040224
24610.0041655
24620.0043264
24630.0042851
24640.0044442
24650.0046291
24660.0039205
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24680.0041536
24690.0042742
24700.0044344
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24720.0047967
24730.0049802
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24750.0051595
24760.0053011
24770.0054683
24780.0055546
24790.0017752
24800.0018463
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24820.0019658
24830.0020474
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24850.0020793
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24870.0022671
24880.0023612
24890.0024531
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24920.0026968
24930.0026924
24940.0028023
24950.0029249
24960.0030431
24970.0031392
24980.0032729
24990.0033526
25000.0034947
25010.0036282
25020.0037663
25030.003802
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25050.0040461
25060.0041897
25070.0039573
25080.0040976
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25100.0039808
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25150.0041988
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25170.0043538
25180.0043268
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25220.0049177
25230.0051156
25240.0053158
25250.0055133
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25270.0058324
25280.0060629
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25300.0042453
25310.0038145
25320.0039441
25330.0038743
25340.0039352
25350.0009601
25360.00097621
25370.00099083
25380.00098742
25390.0010265
25400.0010685
25410.0011131
25420.0011656
25430.0011538
25440.0012051
25450.0012615
25460.001305
25470.0013655
25480.0014283
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25500.0014672
25510.0015225
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25580.0018426
25590.0019141
25600.0019309
25610.001992
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25690.0026884
25700.0027324
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25740.0022034
25750.0022364
25760.0022656
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25800.0025346
25810.0026443
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25830.0015125
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25850.0016502
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25870.0017593
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25890.0015198
25900.0015859
25910.0016452
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25930.0017921
25940.001858
25950.0019241
25960.0019342
25970.002007
25980.0020564
25990.0020586
26000.0021455
26010.0022013
26020.0022649
26030.0023554
26040.0024538
26050.0023432
26060.0023881
26070.0024892
26080.0025942
26090.0026571
26100.0027504
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26120.0028532
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26140.0028625
26150.0029833
26160.003071
26170.0030905
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26190.0033035
26200.0033993
26210.0034944
26220.0036347
26230.003734
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26270.0042607
26280.0043095
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26400.0061926
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26600.006567
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26690.0081829
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27450.023478
27460.024192
27470.01963
27480.020133
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27520.020518
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27540.021377
27550.021986
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27580.02322
27590.022732
27600.012383
27610.012757
27620.012912
27630.013138
27640.012908
27650.013223
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27670.013755
27680.014206
27690.01469
27700.014869
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27750.016401
27760.016796
27770.017148
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27850.019837
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27950.025024
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28000.028365
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28020.029354
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28080.033264
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28320.035105
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28350.036953
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28400.040196
28410.040613
28420.041509
28430.041078
28440.042068
28450.042488
28460.0408
28470.040191
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28510.043831
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28690.04675
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28720.049104
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28740.051693
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29460.13661
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29680.15234
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29800.17948
29810.18139
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29850.15621
29860.15703
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29900.16761
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29930.17195
29940.17521
29950.17676
29960.17874
29970.1813
29980.18356
29990.18661
30000.18972
Return to Figure 4

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Last update: October 14, 2009