TABLE 2.
α1 | α2 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
N | Bias | SD | SE | CP | Bias | SD | SE | CP | Mean | SD | |
S1. Linear case | |||||||||||
IPCW1 | 2000 | −0.096 | 0.099 | 0.097 | 85.8 | −0.090 | 0.092 | 0.098 | 84.6 | 13.53 | 4.90 |
IPCW2 | 2000 | 0.003 | 0.090 | 0.089 | 93.8 | −0.004 | 0.093 | 0.089 | 94.0 | 7.19 | 3.22 |
DR | 2000 | 0.004 | 0.091 | 0.091 | 93.7 | 0.006 | 0.090 | 0.091 | 94.6 | 7.36 | 3.26 |
QPS | 2000 | 0.004 | 0.102 | 0.091 | 93.8 | 0.004 | 0.093 | 0.091 | 94.7 | 7.94 | 3.56 |
IPCW1 | 4000 | −0.096 | 0.073 | 0.072 | 72.8 | −0.095 | 0.072 | 0.073 | 69.2 | 12.44 | 3.45 |
IPCW2 | 4000 | 0.002 | 0.064 | 0.063 | 95.6 | 0.001 | 0.065 | 0.062 | 93.6 | 4.78 | 2.08 |
DR | 4000 | 0.003 | 0.066 | 0.066 | 95.4 | 0.004 | 0.067 | 0.066 | 94.1 | 4.96 | 2.14 |
QPS | 4000 | 0.002 | 0.073 | 0.074 | 94.4 | 0.001 | 0.070 | 0.072 | 96.3 | 5.38 | 2.30 |
S2. Sine curve case | |||||||||||
IPCW1 | 2000 | −0.085 | 0.085 | 0.087 | 83.8 | −0.081 | 0.090 | 0.087 | 83.4 | 5.88 | 2.01 |
IPCW2 | 2000 | −0.006 | 0.076 | 0.079 | 95.6 | −0.002 | 0.078 | 0.079 | 95.4 | 3.42 | 1.37 |
DR | 2000 | −0.002 | 0.082 | 0.083 | 93.5 | 0.004 | 0.083 | 0.083 | 94.3 | 3.37 | 1.44 |
QPS | 2000 | −0.009 | 0.096 | 0.099 | 95.2 | −0.001 | 0.096 | 0.099 | 96.2 | 3.82 | 1.67 |
IPCW1 | 4000 | −0.081 | 0.065 | 0.067 | 74.2 | −0.081 | 0.066 | 0.068 | 75.3 | 5.50 | 1.56 |
IPCW2 | 4000 | 0.001 | 0.056 | 0.056 | 95.8 | 0.001 | 0.057 | 0.056 | 94.2 | 2.29 | 0.97 |
DR | 4000 | 0.002 | 0.062 | 0.062 | 94.7 | 0.002 | 0.062 | 0.063 | 93.8 | 2.31 | 0.98 |
QPS | 4000 | 0.003 | 0.072 | 0.072 | 95.6 | −0.001 | 0.069 | 0.070 | 94.8 | 2.54 | 1.12 |
S3. Quadratic case | |||||||||||
IPCW1 | 2000 | −0.087 | 0.100 | 0.097 | 87.2 | −0.082 | 0.093 | 0.095 | 88.3 | 12.02 | 5.89 |
IPCW2 | 2000 | −0.005 | 0.083 | 0.087 | 95.8 | 0.001 | 0.087 | 0.087 | 94.2 | 11.62 | 5.23 |
DR | 2000 | 0.002 | 0.090 | 0.091 | 96.4 | 0.004 | 0.089 | 0.089 | 94.7 | 11.54 | 5.63 |
QPS | 2000 | −0.002 | 0.096 | 0.095 | 93.7 | 0.002 | 0.091 | 0.092 | 95.6 | 13.07 | 7.07 |
IPCW1 | 4000 | −0.082 | 0.069 | 0.069 | 75.3 | −0.081 | 0.070 | 0.071 | 76.2 | 8.92 | 3.85 |
IPCW2 | 4000 | 0.004 | 0.062 | 0.061 | 93.4 | −0.002 | 0.062 | 0.061 | 94.0 | 8.13 | 3.62 |
DR | 4000 | 0.004 | 0.064 | 0.064 | 94.3 | 0.005 | 0.064 | 0.065 | 95.5 | 8.40 | 3.72 |
QPS | 4000 | 0.001 | 0.070 | 0.070 | 95.7 | 0.001 | 0.067 | 0.070 | 94.6 | 9.21 | 4.30 |
SD: sample standard deviation; SE: mean of estimated standard error; CP: empirical coverage probability of 95% confidence interval; IPCW1: inverse-probability-of-censoring weighting estimator with a mis-specified censoring distribution; IPCW2: inverse-probability-of-censoring weighting estimator with a correctly specified censoring distribution; DR: double-robust estimator; QPS: quasi-partial score estimator; was calculated by arccos ; Censoring rate was 10%.