Method
Bias
MSE
BiasĀ (5% x)
MSE (5%)
ML
b
0
0.0430
0.0876
0.08065
0.07938
b
1
0.1784
0..6310
1.00777
2.16368
BY
b
0
0.0463
0.0923
0.0027
0.0842
b
1
0.1857
0.6662
0.2336
0.8885
New Robust
b
0
0.0342
0.0897
0.0125
0.0779
b
1
0.1125
0.5321
0.2642
0.9771
Table 4:
Simulation Results for Logistic Regression (b
0
=1, b
1
=3, N=100, m=1000).