Capture-recapture models are widely used in the estimation of population sizes. Based on data augmentation considerations, we show how Gibbs sampling can be applied to calculate Bayes estimates in ...

Sankhyā: The Indian Journal of Statistics, Series B (2008-), Vol. 70, No. 1 (May 2008), pp. 133-155 (23 pages) For mixture models with unknown number of components, Bayesian approaches, as considered ...