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020 _a9781108492461
020 _a9781108716789
040 _aCIFRI LIBRARY
082 _a577.2/2
100 _aOvaskainen, Otso
245 _aJoint species distribution modelling :
_bwith applications in R /
_cOtso Ovaskainen and Nerea Abrego
260 _aUnited Kingdom :
_bCAMBRIDGE University Press ,
_c2020 .
300 _axvi , 372 p. :
_bfig., ill. ;
_c23 cm.
440 _aEcology, biodiversity and conservation
500 _aIncludes bibliographical references and index.
520 _a'"Joint Species Distribution Modelling (JSDM) is a fastdeveloping 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-R, providing a fast starting point for applying joint species distribution modelling to their own data"-- Provided by publisher.
650 _aBiogeography--Statistical methods
650 _aEcology--Statistical methods
650 _aR (Computer program language)
700 _aAbrego, Nerea
942 _2ddc
_cBK
_01
999 _c9824
_d9824