Introduction to WinBUGS for Ecologists Bayesian approach to regression

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Introduction to WinBUGS for Ecologists  Bayesian approach to regression

目录
1.1 Advantages of the Bayesian Approach to Statistics 2
1.1.1 Numerical Tractability 2
1.1.2 Absence of Asymptotics 2
1.1.3 Ease of Error Propagation 2
1.1.4 Formal Framework for Combining Information 3
1.1.5 Intuitive Appeal 3
1.1.6 Coherence and Intellectual Beauty 4
1.2 So Why Then Isn’t Everyone a Bayesian? 4
1.3 WinBUGS 4
1.4 Why This Book? 5
1.4.1 This Is Also an R Book 6
1.4.2 Juxtaposition of Classical and Bayesian Analyses 6
1.4.3 The Power of Simulating Data 7
1.5 What This Book Is Not About: Theory of Bayesian Statistics
and Computation 8
1.6 Further Reading 9
1.7 Summary 11
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