12、Bayesian Computation with R (Use R) Jim Albert

Bayesian Computation with  R
出版社    Springer New York
DOI    10.1007/978-0-387-92298-0
版权    2009
ISBN    978-0-387-92297-3 (Print) 978-0-387-92298-0 (Online)
学科分类    数学和统计学
学科    Statistics, Optimization, Visualization, Computational Mathematics and Numerical Analysis, Simulation and Modeling, Statistical Theory and Methods
SpringerLink Date    2009 年4月20日

Table of Contents

• An Introduction to R
• Introduction to Bayesian     Thinking
• Single-Parameter Models
• Multiparameter Models
• Introduction to Bayesian     Computation
• Markov Chain Monte Carlo Methods
• Hierarchical Modeling
• Model Comparison
• Regression Models
• Gibbs Sampling
• Using R to Interface with     WinBUGS