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Bayesian analysis for population eco...

King, Ruth, (1977-)

Bayesian analysis for population ecology[electronic resource] /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	577.8/801519542
書名/作者:	Bayesian analysis for population ecology/ Ruth King ... [et al.].
其他作者:	King, Ruth,
出版者:	Boca Raton : : Chapman & Hall/CRC,, c2010.
面頁冊數:	1 online resource (xiii, 442 p.) : : ill.
標題:	Population biology - Mathematics.
標題:	Bayesian field theory.
標題:	Bayes Theorem.
標題:	Fertility.
標題:	Genetics, Population.
標題:	Reproduction.
ISBN:	9781439811887 (electronic bk.)
ISBN:	1439811881 (electronic bk.)
書目註:	Includes bibliographical references and index.
內容註:	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.
摘要、提要註:	"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.
電子資源:	http://www.crcnetbase.com/isbn/978-1-4398-1187-0

Bayesian analysis for population ecology[electronic resource] /
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:

558559
Population biology
--Mathematics.Index Terms--Genre/Form:

336502
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[electronic resource] /
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008 140127s2010 flua ob 001 0 eng d
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 558559
650 0 $a Bayesian field theory. $3 558560
650 2 $a Bayes Theorem. $3 558561
650 2 $a Fertility. $3 558562
650 2 $a Genetics, Population. $3 558563
650 2 $a Reproduction. $3 428072
655 0 $a Electronic books. $2 local $3 336502
700 1 $a King, Ruth, $d 1977- $3 558558
830 0 $a Interdisciplinary statistics. $3 488122
856 4 0 $u http://www.crcnetbase.com/isbn/978-1-4398-1187-0

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