BAYESIAN-ANALYSIS OF SURVIVAL ON MULTIPLE TIME SCALES

被引：83

作者：

BERZUINI, C ^{[1
]}

CLAYTON, D ^{[1
]}

机构：

[1] UNIV FORVIE SITE,INST PUBL HLTH,MRC,BIOSTAT UNIT,CAMBRIDGE CB2 2SR,CAMBS,ENGLAND

来源：

STATISTICS IN MEDICINE | 1994年 / 13卷 / 08期

关键词：

D O I：

10.1002/sim.4780130804

中图分类号：

Q [生物科学];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

We propose a Bayesian approach to the analysis of survival data on multiple time scales. Non-parametric modelling of variation of rates with more than one time scale is achieved using priors which specify smooth variation. Computations are conveniently carried out using Gibbs sampling. We discuss the extension of the method to Bayesian forecasting of rates. Numerical experience of two examples is described.

引用

页码：823 / 838

页数：16

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