 Contemporary Bayesian and Frequentist Statistical Research Methods for Natural Resource Scientists
ISBN: 978-0-470-16504-1
Hardcover
400 pages
December 2007
US $99.95
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Preface.
1. Introduction.
2. Bayesian Statistical Analysis I: Introduction.
3. Bayesian Statistical Inference II: Bayesian Hypothesis Testing and Decision theory.
4. Bayesian Statistical Inference III: MCMC Algorithms and WinBUGS Software Applications.
5. Alternative Strategies for Model Selection and Inference Using Information-Theoretic Criteria.
6. An Introduction to Generalized Linear Models: Logistic Regression Models.
7. Introduction to Mixed-Effects Modeling.
8. Summary and Conclusions.
Appendix A. review of Linear regression and Multiple Linear regression Analysis.
Appendix B. Answers to Problems.
References.
Index.
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