November 2010
Beginner to intermediate
672 pages
19h 28m
English
Content preview from Doing Bayesian Data Analysis
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Chapter 9
Bernoulli Likelihood with Hierarchical Prior
Contents
9.1 A Single Coin from a Single Mint
9.1.1 Posterior via Grid Approximation
9.2 Multiple Coins from a Single Mint
9.2.1 Posterior via Grid Approximation
9.2.2 Posterior via Monte Carlo Sampling
9.2.3 Outliers and Shrinkage of Individual Estimates
9.2.4 Case Study: Therapeutic Touch
9.2.5 Number of Coins and Flips per Coin
9.3 Multiple Coins from Multiple Mints
9.3.1 Independent Mints
9.3.2 Dependent Mints
9.3.3 Individual Differences and Meta-Analysis
9.4 Summary
9.5 R Code
9.5.1 Code for Analysis of Therapeutic-Touch Experiment
9.5.2 Code for Analysis of Filtration-Condensation Experiment
9.6 Exercises
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Well, I s’pose Jack Daniels is also ...
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