Mathematics – Statistics Theory
Scientific paper
2006-11-08
Annals of Statistics 2006, Vol. 34, No. 4, 1678-1700
Mathematics
Statistics Theory
Published at http://dx.doi.org/10.1214/009053606000000533 in the Annals of Statistics (http://www.imstat.org/aos/) by the Inst
Scientific paper
10.1214/009053606000000533
We study large sample properties of Bayesian analysis of the proportional hazard model with neutral to the right process priors on the baseline hazard function. We show that the posterior distribution of the baseline cumulative hazard function and regression coefficients centered at the maximum likelihood estimator is jointly asymptotically equivalent to the sampling distribution of the maximum likelihood estimator.
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