M. Smith, A. F. et E. Gelfand, A., Bayesian Statistics without Tears: A Sampling.Resampling Perspective, American statistician , 46(2), 1992, pp. 84-88
Even to the initiated, statistical calculations based on Bayes's Theorem can be daunting because of the numerical integrations required in all but the simplest applications.Moreover, from a teaching perspective, introductions to Bayesian statistics.if they are given at all.are circumscribed by these apparent calculational difficulties.Here we offer a straightforward sampling-resampling perspective on Bayesian inference, which has both pedagogic appeal and suggests easily implemented calculation strategies.