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There is an explosion of interest in Bayesian statistics primarily because recently created computational methods have finally made Bayesian analysis tractable and accessible to a wide audience Doing Bayesian Data Analysis A Tutorial Introduction with R and BUGS is for first year graduate students or advanced undergraduates and provides an accessible approach as all mathematics is explained intuitively and with concrete examples It assumes only algebra and rusty calculus Unlike other textbooks this book begins with the basics including essential concepts of probability and random sampling The book gradually climbs all the way to advanced hierarchical modeling methods for realistic data The text provides complete examples with the R programming language and BUGS software both freeware and begins with basic programming examples working up gradually to complete programs for complex analyses and presentation graphics These templates can be easily adapted for a large variety of students and their own research needsThe textbook bridges the students from their undergraduate training into modern Bayesian methodsAccessible including the basics of essential concepts of probability and random samplingExamples with R programming language and BUGS softwareComprehensive coverage of all scenarios addressed by non bayesian textbooks t tests analysis of variance ANOVA and comparisons in ANOVA multiple regression and chi square contingency table analysisCoverage of experiment planningR and BUGS computer programming code on websiteExercises have explicit purposes and guidelines for accomplishment
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