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. Author manuscript; available in PMC: 2012 Jun 28.
Published in final edited form as: Biometrics. 2012 Apr 16;68(2):419–428. doi: 10.1111/j.1541-0420.2011.01692.x

Table 3.

Time-varying selection results of separate-penalty-varying-coefficient models (Method 2) for variables 2, 3, and 8 from 100 runs.

n cp 10 covariates
20 covariates
X2
X3
X8
X2
X3
X8
Int TV Int TV Int TV Int TV Int TV Int TV
s = 1
200 20 63 12 97 67 100 1 56 11 96 64 100 0
40 81 26 86 76 98 3 80 36 87 71 100 4
400 20 94 43 94 89 99 1 98 56 93 91 100 1
40 97 71 89 82 100 1 100 84 90 80 100 4
s = 2
200 20 98 79 85 98 100 1 98 78 75 100 100 0
40 100 95 83 97 100 4 100 97 79 99 100 3
400 20 100 100 85 100 100 2 100 100 90 100 100 3
40 100 100 86 100 100 3 100 100 88 100 100 10

Int: the intercept component. TV: the time-varying component.