Table 3:
Simulation results for estimation of ΔS(w) and RS(w) in Settings 5 and 6 where W is discrete when n1 = 2000 and n0 = 1500; ESE = empirical standard error, ASE = average standard error; Coverage = coverage of the 95% confidence intervals
Setting 5 | ||||||
---|---|---|---|---|---|---|
ΔS(w) | RS(w) | |||||
w | 0 | 1 | 2 | 0 | 1 | 2 |
Truth | 4.400 | 7.400 | 10.400 | 0.780 | 0.745 | 0.726 |
Estimate | 4.460 | 7.482 | 10.531 | 0.777 | 0.742 | 0.723 |
Bias | −0.060 | −0.082 | −0.131 | 0.003 | 0.003 | 0.004 |
ESE | 0.249 | 0.294 | 0.347 | 0.014 | 0.012 | 0.011 |
ASE | 0.254 | 0.289 | 0.352 | 0.014 | 0.011 | 0.010 |
Coverage | 0.944 | 0.940 | 0.930 | 0.964 | 0.940 | 0.920 |
Setting 6 (no heterogeneity) | ||||||
ΔS(w) | RS(w) | |||||
w | 0 | 1 | 2 | 0 | 1 | 2 |
Truth | 6.000 | 6.000 | 6.000 | 0.500 | 0.500 | 0.500 |
Estimate | 6.033 | 6.021 | 6.029 | 0.496 | 0.497 | 0.496 |
Bias | −0.033 | −0.021 | −0.029 | 0.004 | 0.003 | 0.004 |
ESE | 0.211 | 0.216 | 0.207 | 0.025 | 0.025 | 0.027 |
ASE | 0.211 | 0.212 | 0.211 | 0.026 | 0.026 | 0.026 |
Coverage | 0.950 | 0.944 | 0.954 | 0.964 | 0.964 | 0.942 |