Bayes Rules! Book Club
Welcome
- Book club meetings
- Pace
Preface
1 The Big (Bayesian) Picture
2 Bayes’ Rule
3 The Beta-Binomial Bayesian Model
4 Balance and Sequentiality in Bayesian Analyses
5 Conjugate Families
6 Approximating the Posterior
7 MCMC under the Hood
8 Posterior Inference & Prediction
9 Simple Normal Regression
10 Evaluating Regression Models
11 Extending the Normal Regression Model
12 Poisson & Negative Binomial Regression
13 Logistic Regression
14 Naive Bayes Classification
I IV Hierarchical Bayesian models
15 Hierarchical Models are Exciting
16 (Normal) Hierarchical Models without Predictors
17 (Normal) Hierarchical Models with Predictors
18 Non-Normal Hierarchical Regression & Classification
19 Adding More Layers
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Bayes Rules! Book Club

6.2 Coming into View

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