ENGLISH

Mixed Effects Models and Extensions in Ecology with R

By Elena N. Ieno , Graham M. Smith , Neil Walker , Anatoly A. Saveliev , Alain Zuur

Book information

Publisher
Springer
Year
2009
ISBN
0387874577, 9780387874579
Language
english
Format
PDF
Filesize
9 MB (9198373 bytes)
Series
Statistics for Biology and Health
Edition
2009
Pages
574\549
Time added
2013-12-18 16:23:40

Description

This book discusses advanced statistical methods that can be used to analyse ecological data. Most environmental collected data are measured repeatedly over time, or space and this requires the use of GLMM or GAMM methods. The book starts by revising regression, additive modelling, GAM and GLM, and then discusses dealing with spatial or temporal dependencies and nested data.

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