Skip to main content
. Author manuscript; available in PMC: 2017 Jan 1.
Published in final edited form as: Stat Sin. 2016;26:881–901. doi: 10.5705/ss.2014.171

Table 3.2. The proportions of Inline graphics and Inline graphica with Σ = (1 – ρ)I + ρ11T.

Cox-SIS SJS

Inline graphics Inline graphica Time Inline graphics Inline graphica 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