Mixed Effects Models and Extensions in Ecology with R (Statistics for Biology and Health) / Alain Zuur, Elena N. Ieno, Neil Walker, Anatoly A. Saveliev, Graham M. Smith,

Book Cover Mixed Effects Models and Extensions in Ecology with R (Statistics for Biology and Health)
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/ Alain Zuur, Elena N. Ieno, Neil Walker, Anatoly A. Saveliev, Graham M. Smith,
Publisher: Springer
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Sales Rank: 826688
ISBN-10: 0387874577
ISBN-13: 9780387874579


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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