Think Bayes Bayesian Statistics Made Simple
Think Bayes is an introduction to Bayesian statistics using computational methods. The premise of this book, and the other books in the Think X series, is that if you know how to program, you can use that skill to learn other topics. Most books on Bayesian statistics use mathematical notation and pr...
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| Main Author: | |
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| Format: | Electronic eBook |
| Language: | English |
| Published: |
[Place of publication not identified]
Green Tea Press
[2012]
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| Series: | Open textbook library.
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| Subjects: | |
| Online Access: | Access online version |
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Table of Contents:
- Preface
- 1 Bayes's Theorem
- 2 Computational Statistics
- 3 Estimation
- 4 More Estimation
- 5 Odds and Addends
- 6 Decision Analysis
- 7 Prediction
- 8 Observer Bias
- 9 Two Dimensions
- 10 Approximate Bayesian Computation
- 11 Hypothesis Testing
- 12 Evidence
- 13 Simulation
- 14 A Hierarchical Model
- 15 Dealing with Dimensions