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Introduction to Bayesian Thinking
Friday, September 14, 2007
Evolution of statistical thought
One of you asked for some Bayesian/frequentist humor. This cartoon describes the historical evolution of statistical thinking. (This was taken from Mike West's website.)
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Bayesian model selection
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Test of Independence in a 2 x 2 Table
Simple Illustration of Bayes Factors
Conflict between Bayesian and Frequentist Measures...
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A Prediction Contest
Fitting an Exchangeable Model
Fun to watch!
Predicting home run rates
View of an Exchangeable Prior
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No more loops!
Fitting a Mixture Sampling Model, Part II
Fitting a Mixture Sampling Model
Choosing the scale for a Metropolis RW algorithm
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The SIR algorithm
Robust Modeling
Normal approximations to posteriors
Tribute to the Phillies
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Inferences for Gamma Sampling Problem
Modeling Cell Phone Call Durations with a Gamma De...
Fitting a Beta Sampling Model
Conditional means prior
Using a Mixture of Conjugate Priors
Fitting a logistic model
Example of Normal Inference
Evolution of statistical thought
Any R problems?
Test of hypothesis that coin is fair
Illustration of a gui for the Bayesian triplot
Brute-force computation of a posterior
Inference for a Poisson Rate
Plot of two distributions for proportion inference...
R computations for a proportion using a beta prior...
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