Survival Analysis, Python, Aft, Cox Ph, Machine Learning.
Hazard is defined as the slope of the survival curve. It is a measure of how rapidly subjects are dying. The hazard ratio compares two groups. If the hazard ratio is 2.0, then the rate of deaths in one group is twice the rate in the other group. Data Preparation For fitting the Cox-PH model, we