Non-Parametric Bayesian Analysis of Survival Time Data 论文
1978Journal of the Royal Statistical Society Series B (Statistical Methodology)引用 373
Bayesian Methods and Mixture ModelsStatistical Distribution Estimation and ApplicationsStatistical Methods and Inference
详细信息
- 发表期刊/会议
- Journal of the Royal Statistical Society Series B (Statistical Methodology)
- 发表日期
- 1978-01-01
- 发表年份
- 1978
关键词
Bayesian Methods and Mixture ModelsStatistical Distribution Estimation and ApplicationsStatistical Methods and Inference
摘要
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.