Mixed Effects Models and Extensions in Ecology with R.pdf

Mixed Effects Models and Extensions in Ecology with R PDF

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.

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.

7.43 MB Taille du fichier
9780387874579 ISBN
Mixed Effects Models and Extensions in Ecology with R.pdf

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Notes actuelles

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Sofya Voigtuh

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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Mattio Müllers

Species distribution models have become a fundamental tool in assessing the potential ... Fixed effects models run with maximum likelihood or the INLA ( Integrated ... CE3C—Centre for Ecology, Evolution and Environmental Changes/ Azorean ...

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Noels Schulzen

Pris: 1415,-. innbundet, 2009. Sendes innen 2-5 virkedager. Kjøp boken Mixed Effects Models and Extensions in Ecology with R av Alain F. Zuur (ISBN ...

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Jason Leghmann

Mixed Effects Models and Extensions in Ecology with R. Authors: Zuur, A., Ieno, E.N., Walker, N., Saveliev, A.A., Smith, G.M.. Free Preview. Explains essential ...

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Jessica Kolhmann

Mixed Effects Models and Extensions in Ecology with R (2009). Zuur, Ieno, Walker, Saveliev, Smith. Building on the successful Analyzing Ecological Data ( 2007) ... Statistics for Biology and Health Series Editors: M. Gail K. Krickeberg J. M. Samet A. Tsiatis W. Wong Statistics for ...