TABLE 4.
The mean percent (%) biases, average standard errors (ASE), empirical standard errors (ESE), and coverage probabilities (CP) are given for 1000 simulated datasets for the proposed method and naive method, when both allow for strata-specific baseline hazards
|
Sea
= 0.80, Spb
= 0.90 |
Proposed
|
Naive
|
||||||||
| c | CR d | β | % Bias | ASE | ESE | CP | % Bias | ASE | ESE | CP |
|
| ||||||||||
| 0.60 | 0.90 | β X1 | 1.893 | 0.202 | 0.199 | 0.961 | −88.44 | 0.047 | 0.046 | 0.000 |
| β Z1 | 3.249 | 0.145 | 0.148 | 0.954 | −78.36 | 0.057 | 0.058 | 0.001 | ||
| β Z2 | −0.263 | 0.144 | 0.151 | 0.946 | −81.41 | 0.057 | 0.058 | 0.044 | ||
| 0.55 | β X1 | −0.489 | 0.094 | 0.089 | 0.965 | −68.31 | 0.038 | 0.038 | 0.000 | |
| β Z1 | 0.001 | 0.068 | 0.066 | 0.960 | −42.99 | 0.047 | 0.047 | 0.095 | ||
| β Z2 | −0.885 | 0.067 | 0.066 | 0.958 | −52.09 | 0.047 | 0.048 | 0.172 | ||
|
| ||||||||||
| 0.30 | 0.90 | β X1 | 1.036 | 0.286 | 0.280 | 0.959 | −94.20 | 0.033 | 0.033 | 0.000 |
| β Z1 | 2.777 | 0.153 | 0.154 | 0.956 | −81.55 | 0.055 | 0.056 | 0.000 | ||
| β Z2 | −0.353 | 0.152 | 0.159 | 0.944 | −77.15 | 0.055 | 0.056 | 0.046 | ||
| 0.55 | β X1 | −1.095 | 0.133 | 0.126 | 0.962 | −84.08 | 0.027 | 0.027 | 0.000 | |
| β Z1 | −0.866 | 0.071 | 0.070 | 0.964 | −51.93 | 0.045 | 0.044 | 0.015 | ||
| β Z2 | −1.897 | 0.071 | 0.069 | 0.960 | −40.78 | 0.045 | 0.047 | 0.337 | ||
|
| ||||||||||
|
Se = 0.90, Sp = 0.80
|
Proposed
|
Naive
|
||||||||
| CR | β | % Bias | ASE | ESE | CP | % Bias | ASE | ESE | CP | |
|
| ||||||||||
| 0.60 | 0.90 | β X1 | 0.986 | 0.214 | 0.217 | 0.949 | −93.42 | 0.037 | 0.038 | 0.000 |
| β Z1 | 3.516 | 0.153 | 0.159 | 0.948 | −87.94 | 0.046 | 0.048 | 0.000 | ||
| β Z2 | 0.025 | 0.151 | 0.162 | 0.945 | −89.97 | 0.046 | 0.047 | 0.002 | ||
| 0.55 | β X1 | −0.488 | 0.096 | 0.092 | 0.958 | −78.24 | 0.034 | 0.034 | 0.000 | |
| β Z1 | −0.100 | 0.069 | 0.068 | 0.961 | −60.97 | 0.042 | 0.043 | 0.000 | ||
| β Z2 | −0.953 | 0.068 | 0.067 | 0.957 | −67.67 | 0.042 | 0.042 | 0.020 | ||
|
| ||||||||||
| 0.30 | 0.90 | β X1 | −0.310 | 0.301 | 0.303 | 0.951 | −96.68 | 0.027 | 0.027 | 0.000 |
| β Z1 | 2.982 | 0.161 | 0.167 | 0.952 | −89.72 | 0.044 | 0.046 | 0.000 | ||
| β Z2 | 0.278 | 0.160 | 0.170 | 0.941 | −87.53 | 0.044 | 0.045 | 0.002 | ||
| 0.55 | β X1 | −1.167 | 0.135 | 0.130 | 0.955 | −89.05 | 0.024 | 0.024 | 0.000 | |
| β Z1 | −0.943 | 0.073 | 0.072 | 0.962 | −67.08 | 0.040 | 0.041 | 0.000 | ||
| β Z2 | −1.921 | 0.072 | 0.071 | 0.958 | −59.89 | 0.040 | 0.041 | 0.039 | ||
|
| ||||||||||
|
Se = 1, Sp = 1
|
Truth
|
|||||||||
| CR | β | % Bias | ASE | ESE | CP | |||||
|
| ||||||||||
| 0.90 | β X1 | 1.652 | 0.108 | 0.106 | 0.955 | |||||
| β Z1 | 2.270 | 0.108 | 0.110 | 0.949 | ||||||
| β Z2 | 0.080 | 0.108 | 0.112 | 0.949 | ||||||
|
| ||||||||||
| 0.55 | β X1 | 1.252 | 0.053 | 0.052 | 0.961 | |||||
| β Z1 | 1.153 | 0.053 | 0.052 | 0.961 | ||||||
| β Z2 | 0.223 | 0.052 | 0.053 | 0.937 | ||||||
Note: We assume four equally sized strata. Let βX1 = log(1.5), βZ1 = log(0.7), and βZ2 = log(1.3); e is normally distributed with mean zero.
Se = Sensitivity.
Sp = Specificity.
= Estimate of attenuation coefficient.
CR = True censoring rate.