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. Author manuscript; available in PMC: 2021 Feb 28.
Published in final edited form as: Stat Med. 2019 Dec 6;39(5):562–576. doi: 10.1002/sim.8425

TABLE 1.

Simulation results for β estimation of transformation H(y) = y

Sample Size Method Bias MSE Coverage (%)
n=50 CPM 0.0465 0.1077 0.9400
MLT 0.0457 0.1068 0.9412
Linear Regression 0.0003 0.0824 0.9399
n=100 CPM 0.0192 0.0491 0.9448
MLT 0.0183 0.0487 0.9456
Linear Regression −0.0039 0.0403 0.9463
n=500 CPM 0.0045 0.0090 0.9532
MLT 0.0043 0.0090 0.9537
Linear Regression 0.0002 0.0080 0.9526
n=1000 CPM 0.0024 0.0046 0.9492
MLT 0.0022 0.0046 0.9498
Linear Regression 0.0001 0.0040 0.9518