Introduction to the Bayesian paradigm. Markov Chain Monte Carlo estimation using WinBUGS. Comparison with frequentist statistics. Noninformative and improper priors. Inference and model selection.

The second theory about the cause of the Bayesian sinking is that the keel was retracted when it should have been lowered, ...

The three-day international conference on Recent Developments in the Techniques of Bayesian Paradigm concluded at Banaras Hindu University. Sessions featured talks by renowned experts and a ...

We propose a framework for making Bayesian parametric models robust to local misspecification. Suppose in a baseline parametric model, a parameter of interest has an interpretation in an encompassing ...

Stern and Rubin - Bayesian Data Analysis Bernardo and Smith - Bayesian Theory Gilks, Richardson and Spiegelhalter - Markov Chain Monte Carlo in Practice Lee - Bayesian Statistics: An Introduction, ...