Table 3.
True Distribution | APPROACH | βτ = − 0.5 | βx = 1.0 | βτ= − 0.5 | βx = 1.0 | βτ = − 0.5 | βx = 1.0 | |
---|---|---|---|---|---|---|---|---|
Bridge | ρ = 0.10 | ρ = 0.30 | ρ = 0.60 | |||||
Simulation Average | Bridge ML | −0.505 | 1.001 | −0.509 | 1.009 | −0.507 | 1.012 | |
Bahadur ML | −0.508 | 1.019 | −0.502 | 1.016 | −0.514 | 1.020 | ||
GEE | −0.517 | 1.024 | −0.509 | 1.033 | −0.506 | 1.001 | ||
Simulation MSE | Bridge ML | 0.0291 | 0.0790 | 0.0297 | 0.0771 | 0.0282 | 0.0829 | |
Bahadur ML | 0.0296 | 0.0793 | 0.0301 | 0.0782 | 0.0294 | 0.0917 | ||
GEE | 0.0299 | 0.0823 | 0.0305 | 0.0842 | 0.0284 | 0.0851 | ||
Coverage Probabilitya | Bridge ML | 94.0 | 95.5 | 95.1 | 94.9 | 93.2 | 94.7 | |
Bahadur ML | 94.8 | 95.1 | 93.9 | 96.0 | 95.7 | 93.8 | ||
GEE | 94.3 | 93.6 | 93.9 | 95.1 | 94.6 | 95.1 | ||
Bahadur | Γ = 0.10 | Γ = 0.30 | Γ = 0.60 | |||||
Simulation Average | Bridge ML | −0.510 | 1.027 | −0.508 | 1.001 | −0.518 | 0.966 | |
Bahadur ML | −0.509 | 0.997 | −0.514 | 1.031 | −0.507 | 1.021 | ||
GEE | −0.513 | 1.024 | −0.506 | 1.015 | −0.505 | 1.025 | ||
Simulation MSE | Bridge ML | 0.0299 | 0.0867 | 0.0278 | 0.1053 | 0.0241 | 0.1115 | |
Bahadur ML | 0.0290 | 0.0809 | 0.0265 | 0.1036 | 0.0233 | 0.1113 | ||
GEE | 0.0288 | 0.0888 | 0.0272 | 0.1057 | 0.0256 | 0.1366 | ||
Coverage Probabilitya | Bridge ML | 93.4 | 95.2 | 93.0 | 94.7 | 93.2 | 94.7 | |
Bahadur ML | 94.4 | 95.7 | 95.2 | 95.1 | 92.8 | 94.8 | ||
GEE | 95.5 | 95.4 | 95.9 | 95.0 | 93.8 | 93.6 |
Coverage Probability for a 95% Confidence Interval