Non-Parametric Bayesian Analysis of Survival Time Data
John D. Kalbfleisch · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1978
Summary A Bayesian analysis of the semi-parametric regression and life model of Cox (1972) is given. The cumulative hazard function is modelled as a gamma process. Both estimation of the regression parameters and of the underlying survival distribution are considered. The results are compared to the results obtained by other approaches.