Computational Bayesian statistics an introduction
M. Antónia Amaral Turkman, Carlos Daniel Paulino, Peter Müller · 2019
1. Bayesian inference 2. Representation of prior information 3. Bayesian inference in basic problems 4. Inference by Monte Carlo methods 5. Model assessment 6. Markov chain Monte Carlo methods 7. Model selection and transdimensional MCMC 8. Methods based on analytic approximations 9. Software.