Applied Bayesian Statistics is popular PDF and ePub book, written by Mary Kathryn Cowles in 2013-01-04, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Applied Bayesian Statistics can be Read Online from any device for your convenience.
Applied Bayesian Statistics Book PDF Summary
This book is based on over a dozen years teaching a Bayesian Statistics course. The material presented here has been used by students of different levels and disciplines, including advanced undergraduates studying Mathematics and Statistics and students in graduate programs in Statistics, Biostatistics, Engineering, Economics, Marketing, Pharmacy, and Psychology. The goal of the book is to impart the basics of designing and carrying out Bayesian analyses, and interpreting and communicating the results. In addition, readers will learn to use the predominant software for Bayesian model-fitting, R and OpenBUGS. The practical approach this book takes will help students of all levels to build understanding of the concepts and procedures required to answer real questions by performing Bayesian analysis of real data. Topics covered include comparing and contrasting Bayesian and classical methods, specifying hierarchical models, and assessing Markov chain Monte Carlo output. Kate Cowles taught Suzuki piano for many years before going to graduate school in Biostatistics. Her research areas are Bayesian and computational statistics, with application to environmental science. She is on the faculty of Statistics at The University of Iowa.
Detail Book of Applied Bayesian Statistics PDF
- Author : Mary Kathryn Cowles
- Release : 04 January 2013
- Publisher : Springer Science & Business Media
- ISBN : 9781461456964
- Genre : Mathematics
- Total Page : 238 pages
- Language : English
- PDF File Size : 18,9 Mb
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