2007

Bayesian Computation with R

Editors:

ISBN: 978-0-387-71384-7 (Print) 978-0-387-71385-4 (Online)

Table of contents (11 chapters)

  1. Front Matter

    Pages i-x

  2. No Access

    Book Chapter

    Pages 1-17

    An Introduction to R

  3. No Access

    Book Chapter

    Pages 19-37

    Introduction to Bayesian Thinking

  4. No Access

    Book Chapter

    Pages 39-56

    Single-Parameter Models

  5. No Access

    Book Chapter

    Pages 57-74

    Multiparameter Models

  6. No Access

    Book Chapter

    Pages 75-99

    Introduction to Bayesian Computation

  7. No Access

    Book Chapter

    Pages 101-135

    Markov Chain Monte Carlo Methods

  8. No Access

    Book Chapter

    Pages 137-161

    Hierarchical Modeling

  9. No Access

    Book Chapter

    Pages 163-185

    Model Comparison

  10. No Access

    Book Chapter

    Pages 187-210

    Regression Models

  11. No Access

    Book Chapter

    Pages 211-236

    Gibbs Sampling

  12. No Access

    Book Chapter

    Pages 237-258

    Using R to Interface with WinBUGS

  13. Back Matter

    Pages 259-267