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. 2020 Jul 21;77(2):533–546. doi: 10.1111/biom.13327

TABLE 2.

Simulation results for the analysis of P0,2(τ0.6) and P0,2(τ0.6), where τ0.6 is the 60th percentile of the follow‐up time, based on the standard approach that ignores the within‐cluster dependence (naïve) and the proposed method with (i) the influence function–based variance estimator (IF) and (ii) the nonparametric cluster bootstrap (CB)

P0,2(τ0.6)
P0,2(τ0.6)
n
FM
Method Biasa MCSDa ASEa CP Biasa MCSDa ASEa CP
20
U[5,15]
Naïve 0.160 3.657 3.040 0.904 −0.939 3.656 3.033 0.888
IF 0.160 3.657 3.348 0.921 0.077 3.963 3.651 0.924
CB 0.160 3.657 3.378 0.916 0.077 3.963 3.663 0.920
U[10,30]
Naïve 0.116 2.731 2.146 0.869 −0.940 2.740 2.140 0.854
IF 0.116 2.731 2.679 0.935 0.078 2.978 2.899 0.935
CB 0.116 2.731 2.693 0.940 0.078 2.978 2.899 0.933
40
U[5,15]
Naïve 0.015 2.360 2.143 0.935 −1.060 2.364 2.140 0.896
IF 0.015 2.360 2.399 0.955 0.027 2.592 2.635 0.953
CB 0.015 2.360 2.407 0.957 0.027 2.592 2.636 0.953
U[10,30]
Naïve 0.035 1.956 1.513 0.866 −1.020 1.943 1.509 0.818
IF 0.035 1.956 1.915 0.936 −0.011 2.100 2.075 0.937
CB 0.035 1.956 1.919 0.941 −0.011 2.100 2.075 0.936
80
U[5,15]
Naïve −0.063 1.745 1.513 0.913 −1.152 1.738 1.510 0.845
IF −0.063 1.745 1.714 0.943 −0.084 1.894 1.885 0.949
CB −0.063 1.745 1.716 0.945 −0.084 1.894 1.885 0.948
U[10,30]
Naïve 0.076 1.436 1.073 0.856 −0.972 1.433 1.070 0.775
IF 0.076 1.436 1.369 0.939 0.045 1.543 1.487 0.942
CB 0.076 1.436 1.372 0.940 0.045 1.543 1.488 0.945

Abbreviations: ASE, average estimated standard error; CP, coverage probability; n, number of clusters; FM, discrete uniform distribution of the cluster size; MCSD: Monte Carlo standard deviation of the estimates.

Note. Results under right censoring.

a

Indicates × 102.