Table 2.
Simulation results for GR(x) = x and GT (x) = log(1 + x). Bias and SE are the bias and the standard deviation estimates, SEE is the average of the standard error estimator, and CP is the coverage probability of 95% confidence intervals. τ denotes the study duration.
| Parameter | True |
N = 200
|
N = 400
|
|||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Bias | SE | SEE | CP | Bias | SE | SEE | CP | |||
| φ = (0.5, 0.2) | ||||||||||
| β1 | 0.7 | −.009 | .084 | .082 | .935 | −.008 | .058 | .058 | .949 | |
| 1.0 | −.003 | .120 | .119 | .956 | −.006 | .085 | .084 | .939 | ||
| 0.5 | −.007 | .104 | .103 | .943 | −.002 | .074 | .073 | .940 | ||
|
|
1.0 | .002 | .041 | .041 | .955 | .001 | .030 | .029 | .946 | |
| β2 | 1.0 | −.003 | .157 | .156 | .957 | −.006 | .107 | .108 | .956 | |
| 0.5 | −.009 | .135 | .132 | .950 | −.001 | .091 | .092 | .949 | ||
| ΛR(τ/4) | 0.6 | −.006 | .081 | .080 | .949 | −.006 | .056 | .056 | .943 | |
| ΛR(τ/2) | 1.2 | −.012 | .156 | .154 | .953 | −.016 | .109 | .107 | .939 | |
| β3 | 1.0 | .010 | .282 | .284 | .952 | .001 | .198 | .198 | .954 | |
| 0.5 | .004 | .228 | .241 | .966 | .005 | .168 | .169 | .951 | ||
| φ | 0.5 | −.009 | .349 | .367 | .969 | .007 | .245 | .246 | .957 | |
| 0.2 | −.012 | .436 | .444 | .969 | −.011 | .301 | .299 | .949 | ||
| ΛT(τ/4) | 0.1 | .004 | .036 | .037 | .965 | −.002 | .026 | .026 | .966 | |
| ΛT(τ/2) | 0.4 | −.000 | .136 | .131 | .953 | .000 | .093 | .092 | .948 | |
|
|
0.5 | −.009 | .070 | .069 | .956 | −.004 | .049 | .049 | .949 | |
|
|
0.5 | .015 | .145 | .112 | .945 | .009 | .078 | .078 | .941 | |
| ρ | 0.5 | −.002 | .108 | .108 | .961 | −.004 | .073 | .075 | .953 | |
| φ = (0, 0.2) | ||||||||||
| β1 | 0.7 | −.008 | .082 | .082 | .950 | −.008 | .057 | .058 | .954 | |
| 1.0 | −.001 | .120 | .119 | .953 | −.005 | .084 | .084 | .948 | ||
| 0.5 | .001 | .106 | .103 | .945 | −.006 | .071 | .072 | .958 | ||
|
|
1.0 | .001 | .041 | .041 | .947 | .001 | .028 | .029 | .953 | |
| β2 | 1.0 | −.011 | .151 | .152 | .956 | −.005 | .111 | .108 | .938 | |
| 0.5 | .005 | .134 | .130 | .944 | −.002 | .092 | .092 | .944 | ||
| ΛR(τ/4) | 0.15 | −.001 | .081 | .079 | .944 | −.007 | .056 | .055 | .943 | |
| ΛR(τ/2) | 0.6 | −.005 | .151 | .151 | .947 | −.019 | .106 | .106 | .949 | |
| β3 | 1.0 | .013 | .276 | .276 | .951 | .023 | .193 | .192 | .947 | |
| 0.5 | .009 | .234 | .235 | .950 | .003 | .163 | .164 | .947 | ||
| φ | 0.0 | .014 | .367 | .357 | .963 | .008 | .246 | .241 | .956 | |
| 0.2 | −.029 | .459 | .440 | .956 | −.045 | .297 | .293 | .942 | ||
| ΛT(τ/4) | 0.1 | −.004 | .036 | .036 | .955 | −.004 | .025 | .025 | .949 | |
| ΛT(τ/2) | 0.4 | .004 | .126 | .128 | .959 | −.010 | .085 | .087 | .952 | |
|
|
0.5 | −.006 | .070 | .068 | .951 | −.005 | .049 | .048 | .955 | |
|
|
0.5 | .007 | .112 | .110 | .943 | .011 | .077 | .077 | .946 | |
| ρ | 0.5 | −.007 | .108 | .107 | .959 | −.004 | .073 | .074 | .959 | |