Joint Species Distribution Modelling - With Applications in R (Hardcover)

Joint species distribution modelling (JSDM) is a fast-developing field and promises to revolutionise how data on ecological communities are analysed and interpreted. Written for both readers with a limited statistical background, and those with statistical expertise, this book provides a comprehensive account of JSDM. It enables readers to integrate data on species abundances, environmental covariates, species traits, phylogenetic relationships, and the spatio-temporal context in which the data have been acquired. Step-by-step coverage of the full technical detail of statistical methods is provided, as well as advice on interpreting results of statistical analyses in the broader context of modern community ecology theory. With the advantage of numerous example R-scripts, this is an ideal guide to help graduate students and researchers learn how to conduct and interpret statistical analyses in practice with the R-package Hmsc, providing a fast starting point for applying joint species distribution modelling to their own data.

General

Imprint:	Cambridge UniversityPress
Country of origin:	United Kingdom
Series:	Ecology, Biodiversity and Conservation
Release date:	June 2020
Authors:	Otso Ovaskainen • Nerea Abrego
Dimensions:	235 x 156 x 22mm (L x W x T)
Format:	Hardcover
Pages:	388
ISBN-13:	978-1-108-49246-1
Categories:	Books > Earth & environment > The environment > Management of land & natural resources Books > Science & Mathematics > Biology, life sciences > Life sciences: general issues > Ecological science, the Biosphere Books > Earth & environment > The environment > Applied ecology > General Books > Earth & environment > The environment > Conservation of the environment > General Promotions
LSN:	1-108-49246-0
Barcode:	9781108492461

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