Cox Proportional Hazards Model
Import packages
library(survival)
Cox proportional hazards model (predicting survival from heart dataset)
cox_mod <- coxph(Surv(start, stop, event) ~ age + year + surgery + transplant, data = heart)
summary(cox_mod)
## Call:
## coxph(formula = Surv(start, stop, event) ~ age + year + surgery +
## transplant, data = heart)
##
## n= 172, number of events= 75
##
## coef exp(coef) se …