Introduction to Bayesian statistics/
William M. Bolstad
- New Jersey: John Wiley & Sons, 2004.
- xviii, 354 p. : ill. ; 24 cm.
1. Introduction to statistical science -- 2. Scientific data gathering -- 3. Displaying and summarizing data -- 4. Logic, probability, and uncertainty -- 5. Discrete random variables -- 6. Bayesian inference for discrete random variables -- 7. Continuous random variables -- 8. Bayesian inference for binomial proportion -- 9. Comparing Bayesian and frequentist inferences for proportion -- 10. Bayesian inference for normal mean -- 11. Comparing Bayesian and frequentist inferences for mean -- 12. Bayesian inference for difference between means -- 13. Bayesian inference for simple linear regression -- 14. Robust Bayesian methods -- A. Introduction to calculus -- B. Use of statistical tables -- C. Using the included minitab macros -- D. Using the included R functions.