Mixed Effects Models and Extensions in Ecology with R

Name: Mixed Effects Models and Extensions in Ecology with R
Availability: InStock
ISBN: 9780387874579

ISBN-10: 0387874577

ISBN-13: 9780387874579

Edition: 2009

Authors: Alain F. Zuur, Elena N. Ieno, Neil J. Walker, Anatoly A. Saveliev, Graham M. Smith

List price: $119.99

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Building on the successful 'Analysing Ecological Data', the authors now provide an expanded introduction to using regression and its extensions in analysing ecological data. As with the earlier book, real data sets from postgraduate ecological studies or research projects are used throughout.

Book details

List price: $119.99
Copyright year: 2009
Publisher: Springer New York
Publication date: 3/12/2009
Binding: Hardcover
Pages: 574
Size: 6.10" wide x 9.25" long x 1.25" tall
Weight: 2.486
Language: English

Grad students, researchers



Limitations of linear regression applied on ecological data


Things are not always linear; additive modelling


Dealing with hetergeneity


Mixed modelling for nested data


Violation of independence temporal data


Violation of independence; spatial data


Generalised linear modelling and generalised additive modelling


Generalised estimation equations


GLMM and GAMM


Estimating trends for Antarctic birds in relation to climate change


Large-scale impacts of land-use change in a Scottish farming catchment


Negative binomial GAM and GAMM to analyse amphibian road killings


Additive mixed modelling applied on deep-sea plagic bioluminescent organisms


Additive mixed modelling applied on phyoplankton time series data


Mixed modelling applied on American Fouldbrood affecting honey bees larvae


Three-way nested data for age determination techniques applied to small cetaceans


GLMM applied on the spatial distribution of koalas in a fragmented landscape


GEE and GLMM applied on binomial Badger activity data