Table 1 Posterior Estimate generated through different models through Cox PH model
Bayesian Estimate | MLE | |||||
|---|---|---|---|---|---|---|
Response | Parameter | Posterior Mean (SD) | 95% HPD | DIC | PD | |
LRC | Arm | −0.31 (0.14) | (−0.61, − 0.03) | 2187.7 | 0.99 | − 0.31 (− 0.60, − 0.02) |
Age | −0.20 (0.17) | (− 0.53, 0.13) | ||||
Gender | 0.41 (0.23) | (−0.06, 0.86) | ||||
PFS | Arm | −0.31 (0.13) | (−0.58, − 0.05) | 2614.46 | 0.99 | − 0.31 (− 0.57, − 0.04) |
Age | −0.38 (0.15) | (− 0.64, − 0.09) | ||||
Gender | 0.49 (0.22) | (0.05, 0.91) | ||||
OS | Arm | −0.16 (0.13) | (−0.42, 0.08) | 2610.64 | 0.99 | −0.16 (− 0.42, 0.08) |
Age | −0.38 (0.15) | (− 0.68, − 0.09) | ||||
Gender | 0.28 (0.20) | (−0.13, 0.66) | ||||