Mixed Effects Models and Extensions in Ecology with R.pdf

Mixed Effects Models and Extensions in Ecology with R

Alain F. Zuur

Building on the successful Analysing Ecological Data (2007) by Zuur, Ieno and Smith, 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. The first part of the book is a largely non-mathematical introduction to linear mixed effects modelling, GLM and GAM, zero inflated models, GEE, GLMM and GAMM. The second part provides ten case studies that range from koalas to deep sea research. These chapters provide an invaluable insight into analysing complex ecological datasets, including comparisons of different approaches to the same problem. By matching ecological questions and data structure to a case study, these chapters provide an excellent starting point to analysing your own data. Data and R code from all chapters are available from www.highstat.com.

2.7.2 Choosing a Mixed Effects Model and Method. 95. 2.8 Software. 96 ... because mixed effects models are natural extensions of the corresponding re- gression models for ... curve, which is often used in ecology to describe animal growth.

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9780387874579 ISBN
Libre PRIX
Mixed Effects Models and Extensions in Ecology with R.pdf

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Sofya Voigtuh

Mixed Effects Models and Extensions in Ecology with R Statistics for. Biology and Health book 753. 5. views. tesfzrjgsvzd. 50 uploads. Recommended ...

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Mattio Müllers

Mixed Effects Models and Extensions in Ecology with R Statistics for Biology and Health: Amazon.co.uk: Alain Zuur, Elena N. Ieno, Neil Walker: Books. The first part of the book is a largely non-mathematical introduction to linear mixed effects modelling, GLM and GAM, zero inflated models, GEE, GLMM and GAMM.

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Noels Schulzen

With these models, readers can perform parameter estimation and modeling across a whole population of individuals at the same time. Easy-to-Use Techniques ...

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Jason Leghmann

Noté /5. Retrouvez Mixed Effects Models and Extensions in Ecology With R et des millions de livres en stock sur Amazon.fr. Achetez neuf ou d'occasion. Köp Mixed Effects Models and Extensions in Ecology with R av Alain F Zuur, Elena N Ieno, Neil Walker, Anatoly A Saveliev, Graham M Smith på Bokus.com.

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Jessica Kolhmann

The first part of the book is a largely non-mathematical introduction to linear mixed effects modelling, GLM and GAM, zero inflated models, GEE, GLMM and GAMM.