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. 2014 Apr 4;15(4):745–756. doi: 10.1093/biostatistics/kxu012

Table 2.

Simulation results for estimation of Inline graphic for Inline graphic Inline graphic and Inline graphic

Inline graphic Method Percent relative bias of Inline graphic Root MSE Coverage probability (%) Percent converged (%)
0.2 Standard ML Inline graphic7.51 3.103 95.6 47.9
Poisson 2.64 3.767 95.8 100.0
MS (Inline graphic) 0.97 3.097 95.7 100.0
MS (Inline graphic) 0.50 3.019 96.1 100.0
MS (Inline graphic) 0.21 2.985 96.0 100.0
0.4 Standard ML Inline graphic12.02 2.278 94.0 48.2
Poisson 1.60 2.657 94.5 100.0
MS (Inline graphic) Inline graphic0.45 2.183 94.2 100.0
MS (Inline graphic) Inline graphic0.97 2.131 94.4 100.0
MS (Inline graphic) Inline graphic1.33 2.106 94.3 100.0
0.6 Standard ML Inline graphic17.53 1.668 93.3 48.0
Poisson 0.81 1.877 95.0 100.0
MS (Inline graphic) Inline graphic1.50 1.553 95.3 100.0
MS (Inline graphic) Inline graphic2.10 1.505 95.0 100.0
MS (Inline graphic) Inline graphic2.51 1.482 94.9 100.0
0.8 Standard ML Inline graphic31.42 1.153 90.5 46.7
Poisson 1.22 1.244 93.6 100.0
MS (Inline graphic) Inline graphic2.07 1.109 93.2 100.0
MS (Inline graphic) Inline graphic3.02 1.078 93.2 100.0
MS (Inline graphic) Inline graphic3.65 1.063 93.2 100.0