Table 3.2. The proportions of s and a with Σ = (1 – ρ)I + ρ11T.
Cox-SIS | SJS | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| |||||||||||||
s | a | Time | s | a | Time | ||||||||
| |||||||||||||
ρ | β | X1 | X2 | X3 | X4 | ALL | (s) | X1 | X2 | X3 | X4 | ALL | (s) |
n = 100 and p = 2000 | |||||||||||||
| |||||||||||||
.25 | b1 | .984 | .991 | .991 | 0 | 0 | 13.07 | .999 | .995 | .997 | .981 | .975 | 7.54 |
b2 | .826 | .817 | .826 | .842 | .437 | 12.94 | .993 | .992 | .993 | .997 | .984 | 7.81 | |
| |||||||||||||
.50 | b1 | .951 | .948 | .937 | .001 | .001 | 13.07 | .961 | .962 | .962 | .983 | .937 | 8.31 |
b2 | .73 | .707 | .707 | .734 | .236 | 12.95 | .981 | .976 | .977 | .976 | .936 | 8.47 | |
| |||||||||||||
.75 | b1 | .761 | .783 | .775 | .008 | .005 | 12.09 | .954 | .943 | .942 | .987 | .898 | 8.36 |
b2 | .611 | .638 | .619 | .62 | .134 | 9.22 | .887 | .891 | .9 | .898 | .717 | 6.07 | |
| |||||||||||||
n = 100 and p = 5000 | |||||||||||||
| |||||||||||||
.25 | b1 | .977 | .975 | .981 | 0 | 0 | 32.00 | 0.988 | 0.981 | 0.984 | 0.925 | 0.912 | 26.00 |
b2 | .739 | .788 | .763 | .769 | .317 | 27.76 | .972 | .974 | .978 | .975 | .938 | 54.98 | |
| |||||||||||||
0.50 | b1 | .892 | .9 | .894 | 0 | 0 | 42.82 | 0.871 | 0.861 | 0.862 | 0.948 | 0.805 | 31.89 |
b2 | .636 | .619 | .643 | .629 | .127 | 28.25 | .919 | .922 | .934 | .923 | .812 | 59.68 | |
| |||||||||||||
.75 | b1 | .701 | .696 | .659 | .008 | .002 | 30.94 | 0.829 | 0.838 | 0.828 | 0.988 | 0.724 | 36.73 |
b2 | .501 | .501 | .488 | .472 | .045 | 25.90 | .78 | .799 | .784 | .783 | .486 | 49.65 | |
| |||||||||||||
n = 200 and p = 2000 | |||||||||||||
| |||||||||||||
.25 | b1 | 1 | 1 | 1 | 0 | 0 | 15.90 | 1 | 1 | 1 | 1 | 1 | 16.32 |
b2 | .977 | .971 | .979 | .964 | .897 | 6.99 | 1 | 1 | 1 | 1 | 1 | 5.94 | |
| |||||||||||||
.50 | b1 | .999 | 1 | 1 | 0 | 0 | 12.20 | 1 | 1 | 1 | 1 | 1 | 12.54 |
b2 | .95 | .946 | .932 | .942 | .786 | 16.29 | 1 | 1 | 1 | 1 | 1 | 16.46 | |
| |||||||||||||
.75 | b1 | .989 | .99 | .994 | .001 | .001 | 15.79 | 1 | 1 | 1 | 1 | 1 | 17.70 |
b2 | .887 | .873 | .883 | .909 | .597 | 18.34 | 1 | .998 | 1 | 1 | .998 | 20.33 | |
| |||||||||||||
n = 200 and p = 5000 | |||||||||||||
| |||||||||||||
.25 | b1 | 1 | 1 | 1 | 0 | 0 | 34.32 | 1 | 1 | 1 | 1 | 1 | 160.33 |
b2 | .952 | .962 | .949 | .958 | .825 | 42.47 | 1 | 1 | 1 | 1 | 1 | 211.99 | |
| |||||||||||||
.50 | b1 | .999 | .998 | 1 | 0 | 0 | 32.71 | 1 | 1 | 1 | 1 | 1 | 181.90 |
b2 | .904 | .903 | .892 | .885 | .637 | 30.38 | 1 | 1 | 1 | 1 | 1 | 152.62 | |
| |||||||||||||
.75 | b1 | .978 | .976 | .985 | .004 | .004 | 34.83 | 1 | 1 | 1 | .999 | .999 | 218.22 |
b2 | .823 | .832 | .832 | .812 | .431 | 28.40 | .998 | .999 | .997 | .999 | .993 | 146.69 |