Hierarchical likelihood approach for frailty models

Abstract

Systematic likelihood inference for frailty models is possible using Lee & Nelder's ( 1996) hierarchical likelihood. We develop an inferential method for frailty models via hierarchical likelihood, which gives a simple unified framework and a numerically ecient algorithm. Simulations and practical examples are presented to illustrate the new method.