Bayesian Cognitive Modeling: A Practical Course

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1. Bayesian Cognitive Modeling: A Practical Course

Bayesian Cognitive Modeling A Practical Course MICHAEL D LEE AND ERIC JAN WAGENMAKERS March 21 2012 PRELIMINARY DRAFT SUGGESTIONS FOR IMPROVEMENT WELCOME Contents Preface page vi Part Getting Started 1 1 Bayesian Basics 3 1 1 General Principles 3 1 2 Prediction 5 1 3 Sequential Updating 6 1 4 Markov Chain Monte Carlo 7 1 5 Further Reading 11 2 Getting Started with WinBUGS 14 2 1 Installing WinBUGS Matbugs and R2WinBugs 14 2 2 Using the Applications 15 2
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