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Bayesian Approach to Proportional Odds Models for Survival Analysis
Author(s) -
Tan W. Y.
Publication year - 1988
Publication title -
biometrical journal
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.108
H-Index - 63
eISSN - 1521-4036
pISSN - 0323-3847
DOI - 10.1002/bimj.4710300209
Subject(s) - odds , bayesian probability , statistics , mathematics , odds ratio , econometrics , survival analysis , logistic regression
In this paper Bayesian approach is adopted to develop inferences about parameters in proportional odds models. Bayesian posterior intervals for coefficients in proportional odds models are derived by using approximation given in Pregibon (1981). The results are illustrated by using the lung cancer survival data reported by Prentice (1973).