Survival analysis and logistic regression share certain similarities. The use of logistic regression for survival analysis, although not strictly correct due to data censoring in survival data, provides intuitive understanding. Logistic regression Let's recall how logistic regression is done. It takes the form of logit function. The logarithm here makes the odds symmetrical to 1 and normally distributed. The coefficient is estimated using MLE which maximizes the log likelihoo