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Proportional hazards is an assumption of the Cox proportional hazards model of survival analysis and some other models as well. The assumption is that a linear increase in the predictor will have a uniform multiplicative relationship with the hazard.

2 votes

Proportional hazards assumption and time-dependent covariates

As Serpico suggests, the Cox model with time-dependent covariates is no longer a proportional hazards model. Here is a quote from David Collett's book, Modelling Survival Data in Medical Research (2nd …
Lino Ferreira's user avatar
4 votes

Does the proportional hazards assumption still matter if the covariate is time-dependent?

I may be wrong but I believe that Björn's answer is not completely correct. The proportional hazards assumption means that the ratio of the hazard for a particular group of observations (determined by …
Lino Ferreira's user avatar