Bayesian Hierarchical Models: With Applications Using R, Second Edition Congdon Peter D.
Bayesian Hierarchical Models: With Applications Using R, Second Edition Congdon Peter D. An intermediate-level treatment of Bayesian hierarchical models and their applications, this book demonstrates…
Specifikacia Bayesian Hierarchical Models: With Applications Using R, Second Edition Congdon Peter D.
Bayesian Hierarchical Models: With Applications Using R, Second Edition Congdon Peter D.
An intermediate-level treatment of Bayesian hierarchical models and their applications, this book demonstrates the advantages of a Bayesian approach to data sets involving inferences for collections of related units or variables, and in methods where parameters can be treated as random collections. It maintains a focus on applied modelling and data analysis, but now using entirely R-based Bayesian computing options. Through illustrative data analysis and attention to statistical computing, this book facilitates practical implementation of Bayesian hierarchical methods.The new edition is a revision of the book Applied Bayesian Hierarchical Methods.
This latter chapter is particularly important, due to recent advances in Bayesian It has been updated with a new chapter on regression for causal effects, and one on computing options and strategies.
Bayesian Computation with R