I am using Cox proportional hazard model to compare the survival of two groups (treatment vs control) of patients. However, hazard rates were not proportional between the groups. Now, would it make any sense for my primary objective (comparing the two treatment groups)if I include other covariates (e.g. age, sex, ...) to the model?
I highly appreciate your valuable suggestions/comments in this regard.