ABSTRACT

The main effect of the mechanisms distorting the Cox model discussed in Chapter 5 is the violation of the proportional hazards assumption. The standard extension of the Cox model that allows non-proportional hazards but keeps the linear effects of the predictors, is the following model

h(t|x) = h0(t)exp(x>β (t)) .