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. Author manuscript; available in PMC: 2015 Nov 20.
Published in final edited form as: Stat Med. 2014 Jul 4;33(26):4605–4626. doi: 10.1002/sim.6258

Table 4.

Empirical rejection rates and powers of two-sample tests under the incorrect imputation model; The null hypothesis scenario corresponds to the first column (I vs. II). The second and third columns (I vs. III and I vs. IV) indicate powers. Configuration I is the generation model for group 1 (Z = 1), which is fixed, and configurations II, III, and IV correspond to the generation models for group 2 (Z = 0).

n % missing in configuration I Method 10% missing in configurations II, III, and IV
( η1(2),η2(2)) ( η1(2),η2(2)) ( η1(2),η2(2))
= (−2.65, 0.5) = (−2.6, 0.5) = (−2.68, 0.5)
I vs. II I vs. III I vs. IV
200 20% m=1 0.055 0.085 0.641
( η1(1),η2(1)) m=10 0.056 0.074 0.654
= (−1.38, 0) CC 0.064 0.064 0.593
30% m=1 0.064 0.084 0.590
( η1(1),η2(1)) m=10 0.052 0.090 0.629
= (−0.1, −1) CC 0.107 0.053 0.430
40% m=1 0.054 0.111 0.555
( η1(1),η2(1)) m=10 0.053 0.092 0.582
= (−0.1, −0.36) CC 0.105 0.065 0.392
30% m=1 0.060 0.084 0.604
( η1(1),η2(1)) m=10 0.057 0.094 0.634
= (−1.38, 0.56) CC 0.071 0.107 0.660
40% m=1 0.053 0.088 0.582
( η1(1),η2(1)) m=10 0.049 0.078 0.596
= (−1.38, 1.1) CC 0.085 0.105 0.700

400 20% m=1 0.046 0.146 0.887
( η1(1),η2(1)) m=10 0.048 0.143 0.911
= (−1.38, 0) CC 0.060 0.120 0.881
30% m=1 0.054 0.122 0.840
Equation m=10 0.052 0.112 0.863
= (−0.1, −1) CC 0.148 0.064 0.675
40% m=1 0.045 0.144 0.822
( η1(1),η2(1)) m=10 0.045 0.138 0.856
= (−0.1, −0.36) CC 0.117 0.063 0.678
30% m=1 0.059 0.131 0.884
( η1(1),η2(1)) m=10 0.060 0.128 0.906
= (−1.38, 0.56) CC 0.061 0.161 0.924
40% m=1 0.055 0.134 0.857
( η1(1),η2(1)) m=10 0.045 0.131 0.887
= (−1.38, 1.1) CC 0.061 0.197 0.934