Introduction to Bayesian statistics/ William M. Bolstad
Material type: TextPublication details: New Jersey: John Wiley & Sons, 2004Description: xviii, 354 p. : ill. ; 24 cmISBN: 9780471270201Subject(s): Bayesian statistical decision theoryDDC classification: 519.542Item type | Current library | Call number | Status | Date due | Barcode | Item holds |
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General Books | Central Library, Sikkim University General Book Section | 519.542 BOL/I (Browse shelf(Opens below)) | Available | P02368 |
Browsing Central Library, Sikkim University shelves, Shelving location: General Book Section Close shelf browser (Hides shelf browser)
519.54 KAL/P Probability and statistical inference/ | 519.54 MAV/P Probability and Statistical Inference: From Basic Principles to Advanced Models | 519.542 BER/B Bayesian Statistics 9 / | 519.542 BOL/I Introduction to Bayesian statistics/ | 519.542 LIN/B Bayesian Inference/ | 519.55 CHA/T The analysis of time series: an introduction/ | 519.55 HAM/T Time series analysis/ |
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.
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