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. Author manuscript; available in PMC: 2023 Jul 21.
Published in final edited form as: Commun Stat Theory Methods. 2021 Dec 29;52(16):5767–5798. doi: 10.1080/03610926.2021.2020291

Table 1.

Summary of results in the first simulation study based on 1000 Monte Carlo replications for estimating μ; all values have been multiplied by 100.

n = 1000 n = 5000 n = 10,000
Bias RMSE Coverage Bias RMSE Coverage Bias RMSE Coverage
μ^AIPW(CC) 4 26 94 4 20 94 3 19 94
μ^AIPW(CM) 3 35 95 4 54 93 2 66 93
μ^AIPW(MC) 4 26 95 4 33 96 1 59 96
μ^AIPW(MM) 46 98 89 284 805 85 553 2284 83
μ^(CC) 4 26 94 4 22 93 4 21 95
μ^(CM) 4 29 95 3 30 93 2 32 94
μ^(MC) 4 26 95 4 23 95 4 23 95
μ^(MM) 23 44 92 21 41 89 15 38 93
μ~(CC) 4 26 94 4 22 93 4 21 95
μ~(CM) 4 29 95 3 30 94 2 32 94
μ~(MC) 4 26 95 4 23 94 4 23 95
μ~(MM) 23 44 92 21 41 89 15 38 92