Table 4.
Powers and Type I Errors under Three Sampling Priors for 12-Month TLF with (nt, nc) = (900, 300)
Fitting Prior | γ | Point Mass Sampling Prior at | ||||||
---|---|---|---|---|---|---|---|---|
Power | Type I Error | Power | Type I Error | Power | Type I Error | |||
Hierarchical Prior | ||||||||
(ξ0, η0) = (0.01, 0.01) | 0.95 | 0.894 | 0.068 | 0.841 | 0.044 | 0.788 | 0.032 | |
0.96 | 0.880 | 0.058 | 0.816 | 0.037 | 0.757 | 0.027 | ||
0.97 | 0.854 | 0.046 | 0.782 | 0.027 | 0.714 | 0.020 | ||
Power Prior with a0k ~ beta(b01, b02) in (4.7) | ||||||||
(b01, b02) = (1, 1) | 0.95 | 0.945 | 0.070 | 0.882 | 0.039 | 0.799 | 0.034 | |
(b01, b02) = (1, 5) | 0.95 | 0.916 | 0.061 | 0.832 | 0.033 | 0.760 | 0.026 | |
(b01, b02) = (1, 10) | 0.95 | 0.868 | 0.053 | 0.791 | 0.038 | 0.728 | 0.032 | |
(b01, b02) = (1, 1) | 0.96 | 0.935 | 0.055 | 0.880 | 0.022 | 0.765 | 0.026 | |
0.97 | 0.917 | 0.041 | 0.848 | 0.015 | 0.719 | 0.009 | ||
(b01, b02) = (1, 5) | 0.96 | 0.899 | 0.047 | 0.803 | 0.027 | 0.722 | 0.021 |