Table 5 5-second fetal lamb data model comparisons
Est. | SE | log(L) | AIC | BIC | |
|---|---|---|---|---|---|
Poisson | \(\hat {\mu }_{*} =0.382\) | (0.041) | -195.4933 | 394.9866 | 401.8188 |
Geom | \(\hat {p} = ~~~0.723\) | (0.025) | -183.3791 | 368.7583 | 372.1744 |
NB | \(\hat {\mu } = ~~0.382\) | (0.053) | |||
\(\hat {\theta } = ~~~0.587\) | (0.200) | -182.3702 | 368.7404 | 375.5726 | |
CMP/sCMP(m=1) | \(\hat {\lambda }_{*} = ~0.277\) | (0.040) | |||
\(\hat {\nu }_{*} = ~0.000\) | (0.264) | -183.3791 | 370.7582 | 377.5904 | |
sCMP(m=2) | \(\hat {\lambda } = ~~~0.160\) | (0.019) | |||
\(\hat {\nu } = ~~~0.000\) | (0.263) | -186.3873 | 376.7746 | 383.6068 | |
sCMP(m=3) | \(\hat {\lambda } = ~~~0.113\) | (0.013) | |||
\(\hat {\nu } = ~~~0.000\) | (0.294) | -188.3006 | 380.6012 | 387.4334 | |
sCMP(m=4) | \(\hat {\lambda } = ~~~0.087\) | (0.009) | |||
\(\hat {\nu } = ~~~0.000\) | (0.213) | -189.5569 | 383.1138 | 389.9460 |