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.

Mixed Effects Models and Extensions in Ecology with R

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Hardback by Alain Zuur , Elena N. Ieno

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This book discusses advanced statistical methods that can be used to analyse ecological data. Most environmental collected data are measured... Read more

    Publisher: Springer-Verlag New York Inc.
    Publication Date: 12/03/2009
    ISBN13: 9780387874579, 978-0387874579
    ISBN10: 0387874577

    Number of Pages: 574

    Non Fiction , Mathematics & Science , Education

    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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