Integrated population models: theory and ecological applications with R and JAGS / Michael Schaub (2022)  

Public ISBD Titre : Integrated population models: theory and ecological applications with R and JAGS Type de document : livre Auteurs : Michael Schaub, Auteur ; Marc Kéry, Auteur Editeur : London : Academic Press Année de publication : 2022 Autre Editeur : London : Elsevier Importance : 622 p. ISBN/ISSN/EAN : 978-0-323-90810-8 Prix : 116.05 EUR Note générale : DOI: 10.1016/C2019-0-02015-8 Langues : Anglais (eng) Mots-clés : Modelling  Statistical methods  Population dynamics  R (Computer program language) Résumé : Le site éditeur indique : Integrated Population Models: Theory and Ecological Applications with R and JAGS is the first book on integrated population models, which constitute a powerful framework for combining multiple data sets from the population and the individual levels to estimate demographic parameters, and population size and trends. These models identify drivers of population dynamics and forecast the composition and trajectory of a population. Written by two population ecologists with expertise on integrated population modeling, this book provides a comprehensive synthesis of the relevant theory of integrated population models with an extensive overview of　practical applications, using Bayesian methods by means of case studies. The book contains fully-documented, complete code for fitting all models in the free software, R and JAGS. It also includes all required code for pre- and post-model-fitting analysis. Integrated Population Models is an invaluable reference for researchers and practitioners involved in population analysis, and for graduate-level students in ecology, conservation biology, wildlife management, and related fields.　The text is ideal for self-study and advanced graduate-level courses. Note de contenu : Additional material for the book is provided on the book web page www.vogelwarte.ch/ipm [https://www.vogelwarte.ch/en/projects/publications/ipm/] En ligne : https://www.sciencedirect.com/book/9780323908108/integrated-population-models Integrated population models: theory and ecological applications with R and JAGS [livre] / Michael Schaub, Auteur ; Marc Kéry, Auteur . - London : Academic Press : London : Elsevier, 2022 . - 622 p. ISBN : 978-0-323-90810-8 : 116.05 EUR DOI: 10.1016/C2019-0-02015-8 Langues : Anglais (eng) Mots-clés : Modelling  Statistical methods  Population dynamics  R (Computer program language) Résumé : Le site éditeur indique : Integrated Population Models: Theory and Ecological Applications with R and JAGS is the first book on integrated population models, which constitute a powerful framework for combining multiple data sets from the population and the individual levels to estimate demographic parameters, and population size and trends. These models identify drivers of population dynamics and forecast the composition and trajectory of a population. Written by two population ecologists with expertise on integrated population modeling, this book provides a comprehensive synthesis of the relevant theory of integrated population models with an extensive overview of　practical applications, using Bayesian methods by means of case studies. The book contains fully-documented, complete code for fitting all models in the free software, R and JAGS. It also includes all required code for pre- and post-model-fitting analysis. Integrated Population Models is an invaluable reference for researchers and practitioners involved in population analysis, and for graduate-level students in ecology, conservation biology, wildlife management, and related fields.　The text is ideal for self-study and advanced graduate-level courses. Note de contenu : Additional material for the book is provided on the book web page www.vogelwarte.ch/ipm [https://www.vogelwarte.ch/en/projects/publications/ipm/] En ligne : https://www.sciencedirect.com/book/9780323908108/integrated-population-models

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Applied hierarchical modeling in ecology: analysis of distribution, abundance and species richness in R and BUGS: vol. 1: prelude and static models / Marc Kéry (2016)  

Public ISBD Titre : Applied hierarchical modeling in ecology: analysis of distribution, abundance and species richness in R and BUGS: vol. 1: prelude and static models Type de document : livre Auteurs : Marc Kéry, Auteur ; Royle, J.Andrew, Auteur Editeur : Amsterdam : Academic Press; Elsevier Année de publication : 2016 Importance : 783 p. ISBN/ISSN/EAN : 978-0-12-801378-6 Prix : 89.95 USD Note générale : Additional online content at 'https://www.mbr-pwrc.usgs.gov/pubanalysis/keryroylebook/' Langues : Anglais (eng) Mots-clés : WinBUGS  Ecology  Mathematical models  Biogeography  Biodiversity  R (Computer program language)  Statistical methods Résumé : Applied Hierarchical Modeling in Ecology: Distribution, Abundance, Species Richness offers a new synthesis of the state-of-the-art of hierarchical models for plant and animal distribution, abundance, and community characteristics such as species richness using data collected in metapopulation designs. These types of data are extremely widespread in ecology and its applications in such areas as biodiversity monitoring and fisheries and wildlife management. This first volume explains static models/procedures in the context of hierarchical models that collectively represent a unified approach to ecological research, taking the reader from design, through data collection, and into analyses using a very powerful class of models. Applied Hierarchical Modeling in Ecology, Volume 1 serves as an indispensable manual for practicing field biologists, and as a graduate-level text for students in ecology, conservation biology, fisheries/wildlife management, and related fields. En ligne : https://www.sciencedirect.com/book/9780128013786/applied-hierarchical-modeling-i [...] Applied hierarchical modeling in ecology: analysis of distribution, abundance and species richness in R and BUGS: vol. 1: prelude and static models [livre] / Marc Kéry, Auteur ; Royle, J.Andrew, Auteur . - Amsterdam : Academic Press; Elsevier, 2016 . - 783 p. ISBN : 978-0-12-801378-6 : 89.95 USD Additional online content at 'https://www.mbr-pwrc.usgs.gov/pubanalysis/keryroylebook/' Langues : Anglais (eng) Mots-clés : WinBUGS  Ecology  Mathematical models  Biogeography  Biodiversity  R (Computer program language)  Statistical methods Résumé : Applied Hierarchical Modeling in Ecology: Distribution, Abundance, Species Richness offers a new synthesis of the state-of-the-art of hierarchical models for plant and animal distribution, abundance, and community characteristics such as species richness using data collected in metapopulation designs. These types of data are extremely widespread in ecology and its applications in such areas as biodiversity monitoring and fisheries and wildlife management. This first volume explains static models/procedures in the context of hierarchical models that collectively represent a unified approach to ecological research, taking the reader from design, through data collection, and into analyses using a very powerful class of models. Applied Hierarchical Modeling in Ecology, Volume 1 serves as an indispensable manual for practicing field biologists, and as a graduate-level text for students in ecology, conservation biology, fisheries/wildlife management, and related fields. En ligne : https://www.sciencedirect.com/book/9780128013786/applied-hierarchical-modeling-i [...]

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Bayesian population analysis using WinBUGS: a hierarchical perspective / Marc Kéry (2012)  

Public ISBD Titre : Bayesian population analysis using WinBUGS: a hierarchical perspective Type de document : livre Auteurs : Marc Kéry, Auteur ; Michael Schaub, Auteur ; Steven R. Beissinger, Préfacier, etc. Mention d'édition : 1st ed. Editeur : Amsterdam : Elsevier Année de publication : 2012 Autre Editeur : Amsterdam : Academic Press Importance : 535 p. ISBN/ISSN/EAN : 978-0-12-387020-9 Langues : Anglais (eng) Mots-clés : WinBUGS  Statistical methods  Data processing  Biometry Résumé : L'éditeur indique : Bayesian statistics has exploded into biology and its sub-disciplines, such as ecology, over the past decade. The free software program WinBUGS, and its open-source sister OpenBugs, is currently the only flexible and general-purpose program available with which the average ecologist can conduct standard and non-standard Bayesian statistics. En ligne : https://www.elsevier.com/books/bayesian-population-analysis-using-winbugs/kery/9 [...] Bayesian population analysis using WinBUGS: a hierarchical perspective [livre] / Marc Kéry, Auteur ; Michael Schaub, Auteur ; Steven R. Beissinger, Préfacier, etc.  . -  1st ed. . - Amsterdam : Elsevier : Amsterdam : Academic Press, 2012 . - 535 p. ISBN : 978-0-12-387020-9 Langues : Anglais (eng) Mots-clés : WinBUGS  Statistical methods  Data processing  Biometry Résumé : L'éditeur indique : Bayesian statistics has exploded into biology and its sub-disciplines, such as ecology, over the past decade. The free software program WinBUGS, and its open-source sister OpenBugs, is currently the only flexible and general-purpose program available with which the average ecologist can conduct standard and non-standard Bayesian statistics. En ligne : https://www.elsevier.com/books/bayesian-population-analysis-using-winbugs/kery/9 [...]

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Introduction to WinBUGS for ecologists: a Bayesian approach to regression, ANOVA, mixed models and related analyses / Marc Kéry (2010)  

Public ISBD Titre : Introduction to WinBUGS for ecologists: a Bayesian approach to regression, ANOVA, mixed models and related analyses Type de document : livre Auteurs : Marc Kéry, Auteur Mention d'édition : 1st ed. Editeur : Amsterdam : Elsevier Année de publication : 2010 Autre Editeur : Amsterdam : Academic Press Importance : 302 p. ISBN/ISSN/EAN : 978-0-12-378605-0 Langues : Anglais (eng) Mots-clés : WinBUGS  Statistical methods  Data processing  Biometry Résumé : Introduction to WinBUGS for Ecologists introduces applied Bayesian modeling to ecologists using the highly acclaimed, free WinBUGS software. It offers an understanding of statistical models as abstract representations of the various processes that give rise to a data set. Such an understanding is basic to the development of inference models tailored to specific sampling and ecological scenarios. The book begins by presenting the advantages of a Bayesian approach to statistics and introducing the WinBUGS software. It reviews the four most common statistical distributions: the normal, the uniform, the binomial, and the Poisson. It describes the two different kinds of analysis of variance (ANOVA): one-way and two- or multiway. It looks at the general linear model, or ANCOVA, in R and WinBUGS. It introduces generalized linear model (GLM), i.e., the extension of the normal linear model to allow error distributions other than the normal. The GLM is then extended contain additional sources of random variation to become a generalized linear mixed model (GLMM) for a Poisson example and for a binomial example. The final two chapters showcase two fairly novel and nonstandard versions of a GLMM. The first is the site-occupancy model for species distributions; the second is the binomial (or N-) mixture model for estimation and modeling of abundance. En ligne : https://www.elsevier.com/books/introduction-to-winbugs-for-ecologists/kery/978-0 [...] Introduction to WinBUGS for ecologists: a Bayesian approach to regression, ANOVA, mixed models and related analyses [livre] / Marc Kéry, Auteur  . -  1st ed. . - Amsterdam : Elsevier : Amsterdam : Academic Press, 2010 . - 302 p. ISBN : 978-0-12-378605-0 Langues : Anglais (eng) Mots-clés : WinBUGS  Statistical methods  Data processing  Biometry Résumé : Introduction to WinBUGS for Ecologists introduces applied Bayesian modeling to ecologists using the highly acclaimed, free WinBUGS software. It offers an understanding of statistical models as abstract representations of the various processes that give rise to a data set. Such an understanding is basic to the development of inference models tailored to specific sampling and ecological scenarios. The book begins by presenting the advantages of a Bayesian approach to statistics and introducing the WinBUGS software. It reviews the four most common statistical distributions: the normal, the uniform, the binomial, and the Poisson. It describes the two different kinds of analysis of variance (ANOVA): one-way and two- or multiway. It looks at the general linear model, or ANCOVA, in R and WinBUGS. It introduces generalized linear model (GLM), i.e., the extension of the normal linear model to allow error distributions other than the normal. The GLM is then extended contain additional sources of random variation to become a generalized linear mixed model (GLMM) for a Poisson example and for a binomial example. The final two chapters showcase two fairly novel and nonstandard versions of a GLMM. The first is the site-occupancy model for species distributions; the second is the binomial (or N-) mixture model for estimation and modeling of abundance. En ligne : https://www.elsevier.com/books/introduction-to-winbugs-for-ecologists/kery/978-0 [...]

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