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Bayesian analysis for population ecology

Record Type:	Language materials, printed : 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:	https://www.taylorfrancis.com/books/9780429092541
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:

970511
Population biology
--Mathematics.Index Terms--Genre/Form:

554714
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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020 $a 9781439811887 (electronic bk.)
020 $a 1439811881 (electronic bk.)
020 $z 9781439811870 (hbk.)
020 $z 1439811873 (hbk.)
035 $a ocn671655072
040 $a N $b eng $c N $d YDXCP $d EBLCP $d E7B $d OCLCQ $d SNK $d MHW $d OCLCQ $d OHS $d OCLCQ $d DEBSZ $d OCLCQ $d WAU
050 4 $a QH352 $b .B38 2010eb
060 4 $a QH 352
082 0 4 $a 577.8/801519542 $2 22
245 0 0 $a Bayesian analysis for population ecology $h [electronic resource] / $c Ruth King ... [et al.].
260 $a Boca Raton : $b Chapman & Hall/CRC, $c c2010.
300 $a 1 online resource (xiii, 442 p.) : $b ill.
490 1 $a Interdisciplinary statistics series
504 $a Includes bibliographical references and index.
505 0 $a 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.
520 $a "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.
588 $a Description based on print version record.
650 0 $a Population biology $x Mathematics. $3 970511
650 0 $a Bayesian field theory. $3 970512
650 2 $a Bayes Theorem. $3 970513
650 2 $a Fertility. $3 582495
650 2 $a Genetics, Population. $3 527763
650 2 $a Reproduction. $3 788401
655 0 $a Electronic books. $2 local $3 554714
700 1 $a King, Ruth, $d 1977- $3 970510
830 0 $a Interdisciplinary statistics. $3 848082
856 4 0 $u https://www.taylorfrancis.com/books/9780429092541