Understanding computational Bayesian statistics
William M. Bolstad · 2010
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About the book
Introduction to Bayesian statistics -- Monte Carlo sampling from the posterior -- Bayesian inference -- Bayesian statistics using conjugate priors -- Markov chains -- Markov chain Monte Carlo sampling from the posterior -- Statistical inference from a Markov chain Monte Carlo sample -- Logistic regression -- Poisson regression and proportional hazards model -- Gibbs sampling and hierarchical models -- Going forward with Markov chain Monte Carlo -- Appendix A: Using the included Minitab macros -- Appendix B: Using the included R functions.
Book details
- Year
- 2010
- Language
- English
- Series
- Wiley series in computational statistics
- Publisher
- Wiley
- Editions
- 1
- Pages
- 315
- ISBN
- 9780470046098
Data source: Wikidata
