For example, a researcher may be interested in the conditional probability of developing cancer given a particular risk factor such as smoking. We extend this to Bayesian statistics and update beliefs ...

A Bayesian analysis using, for example, WinBUGS 9, 33 for modest numbers of SNPs overcomes these problems by allowing researchers the flexibility to formulate an appropriate null hypothesis and to ...

Balgobin Nandram, Joseph D. Petruccelli, A Bayesian Analysis of Autoregressive Time Series Panel Data, Journal of Business & Economic Statistics, Vol. 15, No. 3 (Jul ...

New methodology for fully Bayesian mixture analysis is developed, making use of reversible jump Markov chain Monte Carlo methods that are capable of jumping between the parameter subspaces ...

This function is a simple two-dimensional example which occurs several times in the literature on computer experiments. Currin, C., Mitchell, T., Morris, M., & Ylvisaker, D. (1988). A Bayesian ...