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Titre : Handbook of trait-based ecology: from theory to R tools Type de document : livre Auteurs : Francesco de Bello, Auteur ; Carlos P. Carmona, Auteur ; André T. C. Dias, Auteur ; Lars Götzenberger, Auteur ; Marco Moretti, Auteur ; Matty P. Berg, Auteur Mention d'édition : 1st ed. Editeur : Cambridge, UK : Cambridge University Press Année de publication : 2021 Importance : 295 p. ISBN/ISSN/EAN : 978-1-108-46075-0 Note générale : DOI:10.1017/9781108628426 Langues : Anglais (eng) Mots-clés : Ecology Ecophysiology Phylogenetics Biodiversity Theory Statistical methods R (Computer program language) Résumé : Le site éditeur indique : Functional ecology is the branch of ecology that focuses on various functions that species play in the community or ecosystem in which they occur. This accessible guide offers the main concepts and tools in trait-based ecology, and their tricks, covering different trophic levels and organism types. It is designed for students, researchers and practitioners who wish to get a handy synthesis of existing concepts, tools and trends in trait-based ecology, and wish to apply it to their own field of interest. Where relevant, exercises specifically designed to be run in R are included, along with accompanying on-line resources including solutions for exercises and R functions, and updates reflecting current developments in this fast-changing field. Based on more than a decade of teaching experience, the authors developed and improved the way theoretical aspects and analytical tools of trait-based ecology are introduced and explained to readers. Handbook of trait-based ecology: from theory to R tools [livre] / Francesco de Bello, Auteur ; Carlos P. Carmona, Auteur ; André T. C. Dias, Auteur ; Lars Götzenberger, Auteur ; Marco Moretti, Auteur ; Matty P. Berg, Auteur . - 1st ed. . - Cambridge, UK : Cambridge University Press, 2021 . - 295 p.
ISBN : 978-1-108-46075-0
DOI:10.1017/9781108628426
Langues : Anglais (eng)
Mots-clés : Ecology Ecophysiology Phylogenetics Biodiversity Theory Statistical methods R (Computer program language) Résumé : Le site éditeur indique : Functional ecology is the branch of ecology that focuses on various functions that species play in the community or ecosystem in which they occur. This accessible guide offers the main concepts and tools in trait-based ecology, and their tricks, covering different trophic levels and organism types. It is designed for students, researchers and practitioners who wish to get a handy synthesis of existing concepts, tools and trends in trait-based ecology, and wish to apply it to their own field of interest. Where relevant, exercises specifically designed to be run in R are included, along with accompanying on-line resources including solutions for exercises and R functions, and updates reflecting current developments in this fast-changing field. Based on more than a decade of teaching experience, the authors developed and improved the way theoretical aspects and analytical tools of trait-based ecology are introduced and explained to readers. Exemplaires (1)
Code-barres Cote Support Localisation Section Disponibilité 69870 BEL_15_69870 Livre Salle des ouvrages 15_Ecologie_générale Disponible
Titre : Practical smoothing: the joys of P-splines Type de document : livre Auteurs : Paul H. C. Eilers, Auteur ; Brian D. Marx, Auteur Mention d'édition : 1st ed. Editeur : Cambridge, UK : Cambridge University Press Année de publication : 2021 Importance : 199 p. ISBN/ISSN/EAN : 978-1-108-48295-0 Prix : 46.99 GBP Note générale : DOI:10.10117/9781108610247; Companion site (Here you find the R code for all graphs in the book, pictures of those graphs, as well as supporting functions, data sets and documents) : https://psplines.bitbucket.io/ Langues : Anglais (eng) Mots-clés : Statistical methods Résumé : Le site éditeur indique : This is a practical guide to P-splines, a simple, flexible and powerful tool for smoothing. P-splines combine regression on B-splines with simple, discrete, roughness penalties. They were introduced by the authors in 1996 and have been used in many diverse applications. The regression basis makes it straightforward to handle non-normal data, like in generalized linear models. The authors demonstrate optimal smoothing, using mixed model technology and Bayesian estimation, in addition to classical tools like cross-validation and AIC, covering theory and applications with code in R. Going far beyond simple smoothing, they also show how to use P-splines for regression on signals, varying-coefficient models, quantile and expectile smoothing, and composite links for grouped data. Penalties are the crucial elements of P-splines; with proper modifications they can handle periodic and circular data as well as shape constraints. Combining penalties with tensor products of B-splines extends these attractive properties to multiple dimensions. An appendix offers a systematic comparison to other smoothers. En ligne : https://www.cambridge.org/nl/academic/subjects/statistics-probability/computatio [...] Practical smoothing: the joys of P-splines [livre] / Paul H. C. Eilers, Auteur ; Brian D. Marx, Auteur . - 1st ed. . - Cambridge, UK : Cambridge University Press, 2021 . - 199 p.
ISBN : 978-1-108-48295-0 : 46.99 GBP
DOI:10.10117/9781108610247; Companion site (Here you find the R code for all graphs in the book, pictures of those graphs, as well as supporting functions, data sets and documents) : https://psplines.bitbucket.io/
Langues : Anglais (eng)
Mots-clés : Statistical methods Résumé : Le site éditeur indique : This is a practical guide to P-splines, a simple, flexible and powerful tool for smoothing. P-splines combine regression on B-splines with simple, discrete, roughness penalties. They were introduced by the authors in 1996 and have been used in many diverse applications. The regression basis makes it straightforward to handle non-normal data, like in generalized linear models. The authors demonstrate optimal smoothing, using mixed model technology and Bayesian estimation, in addition to classical tools like cross-validation and AIC, covering theory and applications with code in R. Going far beyond simple smoothing, they also show how to use P-splines for regression on signals, varying-coefficient models, quantile and expectile smoothing, and composite links for grouped data. Penalties are the crucial elements of P-splines; with proper modifications they can handle periodic and circular data as well as shape constraints. Combining penalties with tensor products of B-splines extends these attractive properties to multiple dimensions. An appendix offers a systematic comparison to other smoothers. En ligne : https://www.cambridge.org/nl/academic/subjects/statistics-probability/computatio [...] Exemplaires (1)
Code-barres Cote Support Localisation Section Disponibilité 69832 EIL_11_69832 Livre Salle des ouvrages 11_Mathématiques Sorti jusqu'au 25/05/2043
Titre : Regression and other stories Type de document : livre Auteurs : Gelman, A., Auteur ; Hill, J., Auteur ; Vehtari, A., Auteur Mention d'édition : 1st ed., reprinted Editeur : Cambridge, UK : Cambridge University Press Année de publication : 2021 Collection : Analytical methods for social research Importance : 534 p. ISBN/ISSN/EAN : ‎978-1-107-67651-0 Prix : 40.84 EUR Note générale : First ed. 2021, reprinted 2021; DOI:10.1017/9781139161879; Home page for the book including the code and data for the examples : https://avehtari.github.io/ROS-Examples/ Langues : Anglais (eng) Mots-clés : Statistical methods Computer programming Résumé : L'éditeur indique : Most textbooks on regression focus on theory and the simplest of examples. Real statistical problems, however, are complex and subtle. This is not a book about the theory of regression. It is about using regression to solve real problems of comparison, estimation, prediction, and causal inference. Unlike other books, it focuses on practical issues such as sample size and missing data and a wide range of goals and techniques. It jumps right in to methods and computer code you can use immediately. Real examples, real stories from the authors' experience demonstrate what regression can do and its limitations, with practical advice for understanding assumptions and implementing methods for experiments and observational studies. They make a smooth transition to logistic regression and GLM. The emphasis is on computation in R and Stan rather than derivations, with code available online. Graphics and presentation aid understanding of the models and model fitting. En ligne : https://doi.org/10.1017/9781139161879 Regression and other stories [livre] / Gelman, A., Auteur ; Hill, J., Auteur ; Vehtari, A., Auteur . - 1st ed., reprinted . - Cambridge, UK : Cambridge University Press, 2021 . - 534 p.. - (Analytical methods for social research) .
ISSN : ‎978-1-107-67651-0 : 40.84 EUR
First ed. 2021, reprinted 2021; DOI:10.1017/9781139161879; Home page for the book including the code and data for the examples : https://avehtari.github.io/ROS-Examples/
Langues : Anglais (eng)
Mots-clés : Statistical methods Computer programming Résumé : L'éditeur indique : Most textbooks on regression focus on theory and the simplest of examples. Real statistical problems, however, are complex and subtle. This is not a book about the theory of regression. It is about using regression to solve real problems of comparison, estimation, prediction, and causal inference. Unlike other books, it focuses on practical issues such as sample size and missing data and a wide range of goals and techniques. It jumps right in to methods and computer code you can use immediately. Real examples, real stories from the authors' experience demonstrate what regression can do and its limitations, with practical advice for understanding assumptions and implementing methods for experiments and observational studies. They make a smooth transition to logistic regression and GLM. The emphasis is on computation in R and Stan rather than derivations, with code available online. Graphics and presentation aid understanding of the models and model fitting. En ligne : https://doi.org/10.1017/9781139161879 Exemplaires (1)
Code-barres Cote Support Localisation Section Disponibilité 69833 GEL_11_69833 Livre Salle des ouvrages 11_Mathématiques Sorti jusqu'au 25/05/2043 Adaptive food webs: stability and transitions of real and model ecosystems / Moore, John C.(Ed.) (2018)
Titre : Adaptive food webs: stability and transitions of real and model ecosystems Type de document : livre Auteurs : Moore, John C.(Ed.), Éditeur scientifique ; De Ruiter, Peter (Ed.), Éditeur scientifique ; Kevin S. McCann, Éditeur scientifique ; Wolters, Volkmar (Ed.), Éditeur scientifique Mention d'édition : 1st ed. Editeur : Cambridge, UK : Cambridge University Press Année de publication : 2018 Importance : 416 p. ISBN/ISSN/EAN : 978-1-107-18211-0 Langues : Anglais (eng) Mots-clés : Food chains (Ecology) Resource conservation Ecosystems Resource management Case studies En ligne : https://doi.org/10.1017/9781316871867 Adaptive food webs: stability and transitions of real and model ecosystems [livre] / Moore, John C.(Ed.), Éditeur scientifique ; De Ruiter, Peter (Ed.), Éditeur scientifique ; Kevin S. McCann, Éditeur scientifique ; Wolters, Volkmar (Ed.), Éditeur scientifique . - 1st ed. . - Cambridge, UK : Cambridge University Press, 2018 . - 416 p.
ISBN : 978-1-107-18211-0
Langues : Anglais (eng)
Mots-clés : Food chains (Ecology) Resource conservation Ecosystems Resource management Case studies En ligne : https://doi.org/10.1017/9781316871867 Exemplaires (1)
Code-barres Cote Support Localisation Section Disponibilité 69607 MOO_15_69607 Livre Salle des ouvrages 15_Ecologie_générale Disponible
Titre : Plant ecology: origins, processes, consequences Type de document : livre Auteurs : Keddy, P.A., Auteur Mention d'édition : 2nd ed. Editeur : Cambridge, UK : Cambridge University Press Année de publication : 2017 Importance : 604 p. ISBN/ISSN/EAN : 978-1-107-11423-4 Prix : 49.99 GBP Note générale : First publ. 2007 as "Plants and vegetation", disponible à la bibliothèque du CEFE à la cote 68763/16; DOI: 10.1017/9781316321270 Langues : Anglais (eng) Mots-clés : Plant ecology Biology Evolution Population ecology Resource conservation Ecosystem services Résumé : Presenting a global and interdisciplinary approach to plant ecology, this much-awaited new edition of the book Plants and Vegetation integrates classical themes with the latest ideas, models, and data. Keddy draws on extensive teaching experience to bring the field to life, guiding students through essential concepts with numerous real-world examples and full-colour illustrations throughout. The chapters begin by presenting the wider picture of the origin of plants and their impact on the Earth, before exploring the search for global patterns in plants and vegetation. Chapters on resources, stress, competition, herbivory, and mutualism explore causation, and a concluding chapter on conservation addresses the concern that one-third of all plant species are at risk of extinction. The scope of this edition is broadened further by a new chapter on population ecology, along with extensive examples including South African deserts, the Guyana Highlands of South America, Himalayan forests and arctic alpine environments. En ligne : http://www.cambridge.org/fr/academic/subjects/life-sciences/ecology-and-conserva [...] Plant ecology: origins, processes, consequences [livre] / Keddy, P.A., Auteur . - 2nd ed. . - Cambridge, UK : Cambridge University Press, 2017 . - 604 p.
ISBN : 978-1-107-11423-4 : 49.99 GBP
First publ. 2007 as "Plants and vegetation", disponible à la bibliothèque du CEFE à la cote 68763/16; DOI: 10.1017/9781316321270
Langues : Anglais (eng)
Mots-clés : Plant ecology Biology Evolution Population ecology Resource conservation Ecosystem services Résumé : Presenting a global and interdisciplinary approach to plant ecology, this much-awaited new edition of the book Plants and Vegetation integrates classical themes with the latest ideas, models, and data. Keddy draws on extensive teaching experience to bring the field to life, guiding students through essential concepts with numerous real-world examples and full-colour illustrations throughout. The chapters begin by presenting the wider picture of the origin of plants and their impact on the Earth, before exploring the search for global patterns in plants and vegetation. Chapters on resources, stress, competition, herbivory, and mutualism explore causation, and a concluding chapter on conservation addresses the concern that one-third of all plant species are at risk of extinction. The scope of this edition is broadened further by a new chapter on population ecology, along with extensive examples including South African deserts, the Guyana Highlands of South America, Himalayan forests and arctic alpine environments. En ligne : http://www.cambridge.org/fr/academic/subjects/life-sciences/ecology-and-conserva [...] Exemplaires (1)
Code-barres Cote Support Localisation Section Disponibilité 69527 KED_16_69527 Livre Salle des ouvrages 16_Ecologie_végétale Sorti jusqu'au 25/05/2043
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