Introduction to Bayesian Analysis Procedures

Books Motivated by Statistical Applications and Data Analysis

Carlin, B. P., and Louis, T. A. (2008). Bayesian Methods for Data Analysis. 3rd ed. London: Chapman & Hall.

Congdon, P. (2014). Applied Bayesian Modeling. 2nd ed. New York: John Wiley & Sons.

Congdon, P. (2005). Bayesian Models for Categorical Data. Chichester, UK: John Wiley & Sons.

Congdon, P. (2006). Bayesian Statistical Modeling. 2nd ed. New York: John Wiley & Sons.

Gelman, A., Carlin, J. B., Stern, H. S., Dunson, D. B., Vehtari, D., and Rubin, D. B. (2013). Bayesian Data Analysis. 3nd ed. London: Chapman & Hall.

Gilks, W. R., Richardson, S., and Spiegelhalter, D. J. (1996). Markov Chain Monte Carlo in Practice. London: Chapman & Hall.

Last updated: December 09, 2022