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Bayesian analysis for population ecology
~
King, Ruth, (1977-)
Bayesian analysis for population ecology
Record Type:
Electronic resources : Monograph/item
Title/Author:
Bayesian analysis for population ecology/ Ruth King ... [et al.].
other author:
King, Ruth,
Published:
Boca Raton :Chapman & Hall/CRC, : c2010.,
Description:
1 online resource (xiii, 442 p.) :ill. :
Subject:
Population biology - Mathematics. -
Online resource:
http://www.crcnetbase.com/isbn/978-1-4398-1187-0
ISBN:
9781439811887 (electronic bk.)
Bayesian analysis for population ecology
Bayesian analysis for population ecology
[electronic resource] /Ruth King ... [et al.]. - Boca Raton :Chapman & Hall/CRC,c2010. - 1 online resource (xiii, 442 p.) :ill. - Interdisciplinary statistics series. - Interdisciplinary statistics..
Includes bibliographical references and index.
Introduction to Statistical Analysis of Ecological Data -- Data, Models and Likelihoods -- Classical Inference Based on Likelihood -- Bayesian Inference -- Markov Chain Monte Carlo -- Model Discrimination -- MCMC and RJMCMC Computer Programs -- Covariates, Missing Values and Random Effects -- Multi-State Models -- State-Space Modelling -- Closed Populations -- A. Common Distributions -- B. Programming in R -- C. Programming in WinBUGS.
"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"--Provided by publisher.
ISBN: 9781439811887 (electronic bk.)Subjects--Topical Terms:
268107
Population biology
--Mathematics.Index Terms--Genre/Form:
96803
Electronic books.
LC Class. No.: QH352 / .B38 2010eb
Dewey Class. No.: 577.8/801519542
National Library of Medicine Call No.: QH 352
Bayesian analysis for population ecology
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1 online resource (xiii, 442 p.) :
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Introduction to Statistical Analysis of Ecological Data -- Data, Models and Likelihoods -- Classical Inference Based on Likelihood -- Bayesian Inference -- Markov Chain Monte Carlo -- Model Discrimination -- MCMC and RJMCMC Computer Programs -- Covariates, Missing Values and Random Effects -- Multi-State Models -- State-Space Modelling -- Closed Populations -- A. Common Distributions -- B. Programming in R -- C. Programming in WinBUGS.
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"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"--Provided by publisher.
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Description based on print version record.
650
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Population biology
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Mathematics.
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268107
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Bayesian field theory.
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Bayes Theorem.
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Fertility.
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King, Ruth,
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http://www.crcnetbase.com/isbn/978-1-4398-1187-0
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