| Titre : |
Applied statistical modelling for ecologists: a practical guide to Bayesian and likelihood inference using R, JAGS, NIMBLE, Stan and TMB |
| Type de document : |
livre |
| Auteurs : |
Marc Kéry, Auteur ; Kenneth F. Kellner, Auteur |
| Editeur : |
Amsterdam : Elsevier |
| Année de publication : |
2024 |
| Importance : |
527 p. |
| ISBN/ISSN/EAN : |
978-0-443-13715-0 |
| Note générale : |
This book is the successor of "Introduction to WinBUGS for Ecologists" (Kéry, Academic Press, 2010) à la cote 69675/11; DOI:10.1016/C2022-0-02766-5 |
| Langues : |
Anglais (eng) |
| Mots-clés : |
Ecology Statistical methods Statistical models |
| Résumé : |
Le site éditeur indique : Applied Statistical Modelling for Ecologists provides a gentle introduction to the essential models of applied statistics: linear models, generalized linear models, mixed and hierarchical models. All models are fit with both a likelihood and a Bayesian approach, using several powerful software packages widely used in research publications: JAGS, NIMBLE, Stan, and TMB. In addition, the foundational method of maximum likelihood is explained in a manner that ecologists can really understand.
This book is the successor of the widely used Introduction to WinBUGS for Ecologists (Kéry, Academic Press, 2010). [...] |
| Note de contenu : |
Companion website: https://www.elsevier.com/books-and-journals/book-companion/9780443137150 |
| En ligne : |
https://www.sciencedirect.com/book/monograph/9780443137150/applied-statistical-m [...] |
Applied statistical modelling for ecologists: a practical guide to Bayesian and likelihood inference using R, JAGS, NIMBLE, Stan and TMB [livre] / Marc Kéry, Auteur ; Kenneth F. Kellner, Auteur . - Amsterdam : Elsevier, 2024 . - 527 p. ISBN : 978-0-443-13715-0 This book is the successor of "Introduction to WinBUGS for Ecologists" (Kéry, Academic Press, 2010) à la cote 69675/11; DOI:10.1016/C2022-0-02766-5 Langues : Anglais ( eng)
| Mots-clés : |
Ecology Statistical methods Statistical models |
| Résumé : |
Le site éditeur indique : Applied Statistical Modelling for Ecologists provides a gentle introduction to the essential models of applied statistics: linear models, generalized linear models, mixed and hierarchical models. All models are fit with both a likelihood and a Bayesian approach, using several powerful software packages widely used in research publications: JAGS, NIMBLE, Stan, and TMB. In addition, the foundational method of maximum likelihood is explained in a manner that ecologists can really understand.
This book is the successor of the widely used Introduction to WinBUGS for Ecologists (Kéry, Academic Press, 2010). [...] |
| Note de contenu : |
Companion website: https://www.elsevier.com/books-and-journals/book-companion/9780443137150 |
| En ligne : |
https://www.sciencedirect.com/book/monograph/9780443137150/applied-statistical-m [...] |
|  |
Applied statistical modelling for ecologists: a practical guide to Bayesian and likelihood inference using R, JAGS, NIMBLE, Stan and TMB (2024)
