Table 3.
Simulation results for (b) Si ~ N(1 + 4 sin[(a0i − 4)/9], 0.09)
Model | Parameter | Estimate | SE (SE*) | CP (CP*) | |
---|---|---|---|---|---|
(5.1) | α1 =0 | −0.862 | 0.150 (0.145) | 0.874 | 0(0) |
β0 = −4 | −2.404 | 0.340 (0.329) | 1.632 | 0.004 (0.007) | |
β1 = −2 | −0.237 | 0.372 (0.390) | 1.804 | 0.005 (0.012) | |
(6.1) | α1 =0 | −0.001 | 0.097 (0.101) | 0.095 | 0.951 (0.956) |
β0 = −4 | −3.999 | 0.264 (0.255) | 0.267 | 0.942 (0.940) | |
β1 = −2 | −1.991 | 0.258 (0.247) | 0.259 | 0.944 (0.921) |
Estimate, SE and denote the averages of estimates, bootstrap standard errors and square root of the mean squared errors and CP represents the estimated coverage probability of the 95% bootstrap confidence intervals, computed from 2,000 simulated samples. SE* and CP* denote the standard errors and coverage probability of CIs obtained by the procedures in Sections 3.3 and 4.1. Parameter estimates were obtained using (3.5) with Λi = Ini×ni