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. Author manuscript; available in PMC: 2022 Oct 15.
Published in final edited form as: Stat Med. 2021 Jun 22;40(23):5006–5024. doi: 10.1002/sim.9108

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
δ^(1) 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
δ^(1) 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.

a

Se = Sensitivity.

b

Sp = Specificity.

c

δ^(1) = Estimate of attenuation coefficient.

d

CR = True censoring rate.