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OverviewFull Product DetailsAuthor: Edwin J. Green , Andrew O. Finley , William E. StrawdermanPublisher: Springer Nature Switzerland AG Imprint: Springer Nature Switzerland AG Edition: 1st ed. 2020 Weight: 0.314kg ISBN: 9783030607524ISBN 10: 3030607526 Pages: 183 Publication Date: 27 November 2021 Audience: College/higher education , Postgraduate, Research & Scholarly Format: Paperback Publisher's Status: Active Availability: Manufactured on demand We will order this item for you from a manufactured on demand supplier. Table of Contents1. Introduction.- 2. Probability Theory and Some Useful Probability Distribution.- 3. Choice of Prior Distribution.- 4. Elementary Bayesian Analyses.- 5. Hypothesis Testing and Model Choice.- 6. Linear Models.- 7. General Linear Models.- 8. Spatial Models.ReviewsAuthor InformationEdwin J. Green is Professor Emeritus, Rutgers University where he was a member of Graduate Programs in Ecology and Evolution, and in Statistics. He has published ex-tensively on Bayes and Em`pirical Bayes methods in Forestry since the mid-1980s. He is a Fellow of the American Statistical Association and the Society of American For-esters, and has been Editor and Asssociate Editor of Forest Science and Associate Edi-tor of Environmental and Ecological Statistics. He taught a graduate course on Bayesi-an Methods in Ecology in the Ecology and Evolution Graduate Program for over two decades. Andrew O. Finley is a Professor at Michigan State University with appointments in the Department of Forestry and Department of Geography, Environment, and Spatial Sci-ences. He is also a member of the interdisciplinary Ecology, Evolutionary Biology, and Behavior Graduate Program faculty. His work focuses on developing methodologies for monitoring and modeling environmental processes, Bayesian statistics, spatial sta-tistics, and statistical computing. William E. Strawderman is a Distinguished Professor in and former chair of the De-partment of Statistics at Rutgers University. His theoretical research focuses on Bayes-ian methods, Statistical Decision Theory and Multivariate Analysis, particularly related to Simultaneous estimation. Much of his applied research has been on Bayes and Em-pirical Bayes methods in Forestry. He is a Fellow of the American Statistical Associa-tion and the Institute of Mathematical Statistics. Tab Content 6Author Website:Countries AvailableAll regions |