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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 2.

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

n = 1000 n = 5000 n = 10,000
Bias RMSE Coverage Bias RMSE Coverage Bias RMSE Coverage
τ^AIPW1(CC)  6 35 94 2 21 94 3 20 94
τ^AIPW1(CM)  5 47 95 3 59 94 2 69 93
τ^AIPW1(MC)  6 36 94 3 36 96 1 62 96
τ^AIPW1(MM)  90 183 87 314 893 84 581 2401 83
τ^AIPW2(CC)  6 35 94 2 21 94 3 20 94
τ^AIPW2(CM)  5 47 95 3 59 94 2 69 93
τ^AIPW2(MC)  21 41 91 6 37 95 3 62 95
τ^AIPW2(MM)  90 183 87 314 893 84 581 2401 83
τ^(CC) 6 35 95 2 23 94 3 22 95
τ^(CM) 6 38 95 1 32 94 2 34 94
τ^(MC) 6 37 95 2 25 93 4 24 94
τ^(MM) 38 58 88 20 41 90 14 39 93
τ~(CC) 6 35 95 2 23 93 3 22 94
τ~(CM) 6 38 95 1 32 94 2 34 95
τ~(MC) 21 41 92 6 25 93 6 24 94
τ~(MM) 38 58 88 20 41 90 14 39 93