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. 2021 Sep 3;40(26):5894–5909. doi: 10.1002/sim.9161

TABLE 2.

Empirical verification of Lemma 1 with 1000 simulations (β1=0.5)

Average Average Average Average Average Average
γ1
Zero rate
δ^1
πT
πC
β^1,CV
β^1,MLE
β^1,ZIBC
0.5
0.2
0.045
0.119 0.155
0.460
0.505
0.502
0.4
0.162
0.300 0.400
0.346
0.508
0.499
0.6
0.277
0.505 0.617
0.230
0.507
0.488
0.8
0.359
0.736 0.810
0.154
0.514
0.488
0 0.2
0.001
0.144 0.135
0.504
0.505
0.494
0.4 0.000 0.358 0.350
0.506
0.507
0.493
0.6
0.003
0.568 0.562
0.512
0.509
0.496
0.8 0.003 0.778 0.775
0.523
0.520
0.511
0.5 0.2 0.039 0.166 0.115
0.545
0.505
0.484
0.4 0.153 0.414 0.302
0.660
0.507
0.483
0.6 0.282 0.631 0.506
0.795
0.513
0.501
0.8 0.391 0.821 0.738
0.910
0.519
0.522