In several regression problems monotonicity is a key feature of the underlying regression function, although in some cases the observations are not strictly monotonic ...
We consider the usual proportional hazards model in the case where the baseline hazard, the covariate link, and the covariate coefficients are all unknown. Both the baseline hazard and the covariate ...