An Introduction to Generalized
12.1 Frequentist and Bayesian paradigms 229 12.2 Priors 233 12.3 Distributions and hierarchies in Bayesian analysis 238 12.4 WinBUGS software for Bayesian analysis 238 12.5 Exercises 241 13 Markov Chain Monte Carlo Methods 243 13.1 Why standard inference fails 243 13.2 Monte Carlo integration 243 13.3 Markov chains 245 13.4 Bayesian inference 255
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