Table 2.
Performance for scenario I with true intervention effect of
| Event Generation model | Number of steps (clusters) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| AG model | PWP-TT model | PWP-GT model | ||||||||
| Bias | MSE | CP | Bias | MSE | CP | Bias | MSE | CP | ||
| Poisson | 2 | 0.0267 | 0.0034 | 0.937 | 0.0006 | 0.0032 | 0.959 | 0.0393 | 0.0047 | 0.868 |
| 4 | 0.0259 | 0.0036 | 0.941 | 0.0013 | 0.0036 | 0.948 | 0.0386 | 0.0051 | 0.894 | |
| 5 | 0.0266 | 0.0040 | 0.933 | 0.0021 | 0.0040 | 0.940 | 0.0380 | 0.0054 | 0.899 | |
| 8 | 0.0255 | 0.0041 | 0.943 | 0.0011 | 0.0041 | 0.938 | 0.0397 | 0.0056 | 0.896 | |
| 10 | 0.0251 | 0.0042 | 0.936 | 0.0016 | 0.0042 | 0.943 | 0.0376 | 0.0057 | 0.897 | |
| 20 | 0.0259 | 0.0042 | 0.938 | 0.0020 | 0.0042 | 0.949 | 0.0363 | 0.0057 | 0.912 | |
| Mixed-Poisson | 2 | 0.0283 | 0.0035 | 0.930 | 0.0085 | 0.0032 | 0.947 | 0.0572 | 0.0065 | 0.785 |
| 4 | 0.0284 | 0.0039 | 0.923 | 0.0099 | 0.0037 | 0.936 | 0.0563 | 0.0068 | 0.826 | |
| 5 | 0.0290 | 0.0041 | 0.927 | 0.0106 | 0.0039 | 0.938 | 0.0543 | 0.0067 | 0.844 | |
| 8 | 0.0282 | 0.0043 | 0.932 | 0.0097 | 0.0041 | 0.943 | 0.0547 | 0.0070 | 0.846 | |
| 10 | 0.0254 | 0.0042 | 0.937 | 0.0075 | 0.0042 | 0.947 | 0.0534 | 0.0071 | 0.845 | |
| 20 | 0.0281 | 0.0046 | 0.920 | 0.0097 | 0.0045 | 0.938 | 0.0530 | 0.0073 | 0.856 | |
| Weibull (constant) | 2 | 0.0462 | 0.0052 | 0.870 | 0.0424 | 0.0050 | 0.882 | 0.0016 | 0.0032 | 0.944 |
| 4 | 0.0546 | 0.0065 | 0.848 | 0.0509 | 0.0062 | 0.867 | 0.0003 | 0.0037 | 0.945 | |
| 5 | 0.0567 | 0.0067 | 0.858 | 0.0529 | 0.0065 | 0.864 | 0.0032 | 0.0037 | 0.949 | |
| 8 | 0.0563 | 0.0071 | 0.849 | 0.0522 | 0.0068 | 0.863 | 0.0016 | 0.0043 | 0.934 | |
| 10 | 0.0566 | 0.0072 | 0.842 | 0.0522 | 0.0069 | 0.860 | 0.0019 | 0.0042 | 0.945 | |
| 20 | 0.0553 | 0.0070 | 0.869 | 0.0496 | 0.0067 | 0.884 | 0.0004 | 0.0044 | 0.949 | |
| Weibull (change) | 2 | 0.1229 | 0.0162 | 0.100 | 0.0253 | 0.0026 | 0.897 | -0.0014 | 0.0019 | 0.950 |
| 4 | 0.1221 | 0.0162 | 0.157 | 0.0299 | 0.0032 | 0.892 | -0.0019 | 0.0021 | 0.963 | |
| 5 | 0.1247 | 0.0168 | 0.162 | 0.0328 | 0.0033 | 0.896 | -0.0004 | 0.0022 | 0.955 | |
| 8 | 0.1240 | 0.0167 | 0.171 | 0.0330 | 0.0035 | 0.902 | -0.0014 | 0.0024 | 0.954 | |
| 10 | 0.1250 | 0.0171 | 0.191 | 0.0348 | 0.0038 | 0.888 | 0.0010 | 0.0025 | 0.956 | |
| 20 | 0.1237 | 0.0169 | 0.222 | 0.0334 | 0.0038 | 0.901 | -0.0012 | 0.0026 | 0.949 | |
AG Andersen-Gill, PWP-TT Prentice-Williams-Peterson Total-Time, PWP-GT Prentice-Williams-Peterson Gap-Time, MSE Mean square error, CP Coverage probability