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Cum Model with a trend
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*** Cum. Freq = 1, p = 1,..,5
90% 95% 99%
1 Trace(1) 15.92629 18.09039 23.13090
2 Trace(1) 32.60420 35.55617 42.05774
3 Trace(1) 52.73863 56.49866 64.29932
4 Trace(1) 76.92394 81.12916 89.62183
5 Trace(1) 104.98884 109.17405 118.98810
1 Lambda(1) 15.92629 18.09039 23.13090
2 Lambda(1) 22.97027 25.46954 30.92691
3 Lambda(1) 29.50385 32.22024 37.47534
4 Lambda(1) 35.86276 38.25462 43.75503
5 Lambda(1) 41.85272 44.55845 50.41063
*** Cum. Freq = 2, p = 1,..,5
1 Trace(1) 22.09480 24.65593 29.48960
2 Trace(1) 43.82382 46.81503 53.76702
3 Trace(1) 68.67275 72.96398 80.86171
4 Trace(1) 98.32984 103.00425 112.93871
5 Trace(1) 131.09695 136.41383 146.91418
1 Lambda(1) 22.09480 24.65593 29.48960
2 Lambda(1) 29.18822 32.06307 37.91016
3 Lambda(1) 36.01288 38.79872 44.19754
4 Lambda(1) 42.31760 45.22149 51.82068
5 Lambda(1) 48.69856 52.11245 58.27965
*** Cum. Freq = 3, p = 1,..,5
1 Trace(1) 27.62038 30.28825 36.58548
2 Trace(1) 54.68141 58.41858 66.32639
3 Trace(1) 85.27217 89.82574 99.13845
4 Trace(1) 119.13979 125.17419 135.59561
5 Trace(1) 157.27454 163.80433 175.09341
1 Lambda(1) 27.62038 30.28825 36.58548
2 Lambda(1) 35.65251 38.46600 44.59761
3 Lambda(1) 42.37446 45.62627 51.97475
4 Lambda(1) 48.99546 52.60794 59.20915
5 Lambda(1) 55.99844 59.17533 65.90978
*** Cum. Freq = 4, p = 1,..,5
1 Trace(1) 33.52095 36.91493 43.02022
2 Trace(1) 65.55861 69.48224 78.45906
3 Trace(1) 101.34075 106.81500 116.32645
4 Trace(1) 140.52655 145.99311 156.98042
5 Trace(1) 183.55658 190.71159 202.59054
1 Lambda(1) 33.52095 36.91493 43.02022
2 Lambda(1) 41.72944 44.75700 50.83962
3 Lambda(1) 49.07747 52.37514 58.71659
4 Lambda(1) 56.00045 59.21325 65.66144
5 Lambda(1) 62.68861 65.76993 73.50710
*** Cum. Freq = 5, p = 1,..,5
1 Trace(1) 39.31262 42.74488 49.29503
2 Trace(1) 76.99440 80.94095 89.49088
3 Trace(1) 117.82788 122.92470 133.94353
4 Trace(1) 161.86362 168.06434 180.33552
5 Trace(1) 210.26792 217.45626 231.53649
1 Lambda(1) 39.31262 42.74488 49.29503
2 Lambda(1) 47.89613 51.04538 57.69548
3 Lambda(1) 55.71479 58.61760 65.84428
4 Lambda(1) 62.50166 65.85758 73.45941
5 Lambda(1) 69.06417 72.81402 80.94427
******************************************************
More detailed CV: Trend (cumulative) model
m=2
p=1
90% 95% 99%
Trace(1) 22.09480 24.65593 29.48960
Lambda(1) 22.09480 24.65593 29.48960
p=2
90% 95% 99%
Trace(1) 43.82382 46.81503 53.76702
Trace(2) 16.55918 18.16157 21.40782
Lambda(1) 29.18822 32.06307 37.91016
Lambda(2) 16.55918 18.16157 21.40782
p=3
90% 95% 99%
Trace(1) 68.67275 72.96398 80.86171
Trace(2) 35.62873 38.18098 42.92501
Trace(3) 14.37913 15.70363 18.19614
Lambda(1) 36.01288 38.79872 44.19754
Lambda(2) 22.90832 24.51570 27.86118
Lambda(3) 14.37913 15.70363 18.19614
p=4
90% 95% 99%
Trace(1) 98.32984 103.00425 112.93871
Trace(2) 58.84679 62.08032 68.41209
Trace(3) 31.95597 34.18747 38.16589
Trace(4) 13.21567 14.34582 16.37191
Lambda(1) 42.31760 45.22149 51.82068
Lambda(2) 28.98897 31.03446 34.66587
Lambda(3) 20.18408 21.66196 24.20707
Lambda(4) 13.21567 14.34582 16.37191
p=5
90% 95% 99%
Trace(1) 131.09695 136.41383 146.91418
Trace(2) 85.73147 90.06149 97.97867
Trace(3) 53.59838 56.34827 61.96388
Trace(4) 29.83322 31.50414 35.13845
Trace(5) 12.37163 13.37743 15.32797
Lambda(1) 48.69856 52.11245 58.27965
Lambda(2) 34.66347 36.64946 40.94593
Lambda(3) 25.67241 27.14275 29.95936
Lambda(4) 18.50399 19.60967 22.13426
Lambda(5) 12.37163 13.37743 15.32797
m=3
p=1
90% 95% 99%
Trace(1) 27.62038 30.28825 36.58548
Lambda(1) 27.62038 30.28825 36.58548
p=2
90% 95% 99%
Trace(1) 54.68141 58.41858 66.32639
Trace(2) 21.73278 23.58241 27.03483
Lambda(1) 35.65251 38.46600 44.59761
Lambda(2) 21.73278 23.58241 27.03483
p=3
90% 95% 99%
Trace(1) 85.27217 89.82574 99.13845
Trace(2) 45.74805 48.66678 54.40140
Trace(3) 19.09118 20.57519 23.34248
Lambda(1) 42.37446 45.62627 51.97475
Lambda(2) 28.56027 30.20260 34.04956
Lambda(3) 19.09118 20.57519 23.34248
p=4
90% 95% 99%
Trace(1) 119.13979 125.17419 135.59561
Trace(2) 73.83722 77.64154 85.31818
Trace(3) 41.15326 43.51368 48.84490
Trace(4) 17.50226 18.79710 21.47421
Lambda(1) 48.99546 52.60794 59.20915
Lambda(2) 34.81675 36.86448 41.09018
Lambda(3) 25.16622 26.71285 29.90898
Lambda(4) 17.50226 18.79710 21.47421
p=5
90% 95% 99%
Trace(1) 157.27454 163.80433 175.09341
Trace(2) 105.74345 110.05326 118.97578
Trace(3) 67.30924 70.97144 77.42661
Trace(4) 38.12531 40.38715 44.85632
Trace(5) 16.41656 17.48459 20.03933
Lambda(1) 55.99844 59.17533 65.90978
Lambda(2) 40.65571 42.73184 46.87254
Lambda(3) 31.00657 32.73261 36.17500
Lambda(4) 23.20664 24.57665 27.37621
Lambda(5) 16.41656 17.48459 20.03933