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Bayesian Analysis for Population Ecology
Ruth KingByron MorganOlivier GimenezSteve Brooks
出版CRC Press, 2009-10-30
主題Mathematics / Probability & Statistics / GeneralNature / EcologyScience / Life Sciences / BotanyScience / Life Sciences / Biological DiversityScience / Earth Sciences / Geology
ISBN14398118819781439811887
URLhttp://books.google.com.hk/books?id=mjJ-fpMNG5EC&hl=&source=gbs_api
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註釋Emphasizing model choice and model averaging, this book presents up-to-date Bayesian methods for analyzing complex ecological data. It provides a basic introduction to Bayesian methods that assumes no prior knowledge. The book includes detailed descriptions of methods that deal with covariate data and covers techniques at the forefront of research, such as model discrimination and model averaging. Leaders in the statistical ecology field, the authors apply the theory to a wide range of actual case studies and illustrate the methods using WinBUGS and R. The computer programs and full details of the data sets are available on the book's website.