November 2010
Beginner to intermediate
672 pages
19h 28m
English
Content preview from Doing Bayesian Data Analysis
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Part 2
All the Fundamentals Applied to Inferring a Binomial Proportion
Chapter 5 Inferring a Binomial Proportion via Exact Mathematical Analysis
Chapter 6 Inferring a Binomial Proportion via Grid Approximation
Chapter 7 Inferring a Binomial Proportion via the Metropolis Algorithm
Chapter 8 Inferring Two Binomial Proportions via Gibbs Sampling
Chapter 9 Bernoulli Likelihood with Hierarchical Prior
Chapter 10 Hierarchical Modeling and Model Comparison
Chapter 11 Null Hypothesis Significance Testing
Chapter 12 Bayesian Approaches to Testing a Point (“Null”)Hypothesis
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