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Zuur, Alain F.

Mixed effects models and extensions in ecology with R

Zuur, Alain F. - Mixed effects models and extensions in ecology with R, ebook

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ISBN: 9780387874586
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Table of contents

2. Introduction
Alain F. Zuur, Elena N. leno, N.J. Walker, Anatoly A. Saveliev, Graham M. Smith

3. Limitations of Linear Regression Applied on Ecological Data
Alain F. Zuur, Elena N. leno, N.J. Walker, Anatoly A. Saveliev, Graham M. Smith

4. Things are not Always Linear; Additive Modelling
Alain F. Zuur, Elena N. leno, N.J. Walker, Anatoly A. Saveliev, Graham M. Smith

5. Dealing with Heterogeneity
Alain F. Zuur, Elena N. leno, N.J. Walker, Anatoly A. Saveliev, Graham M. Smith

6. Mixed Effects Modelling for Nested Data
Alain F. Zuur, Elena N. leno, N.J. Walker, Anatoly A. Saveliev, Graham M. Smith

7. Violation of Independence – Part I
Alain F. Zuur, Elena N. leno, N.J. Walker, Anatoly A. Saveliev, Graham M. Smith

8. Violation of Independence – Part II
Alain F. Zuur, Elena N. leno, N.J. Walker, Anatoly A. Saveliev, Graham M. Smith

9. Meet the Exponential Family
Alain F. Zuur, Elena N. leno, N.J. Walker, Anatoly A. Saveliev, Graham M. Smith

10. GLM and GAM for Count Data
Alain F. Zuur, Elena N. leno, N.J. Walker, Anatoly A. Saveliev, Graham M. Smith

11. GLM and GAM for Absence–Presence and Proportional Data
Alain F. Zuur, Elena N. leno, N.J. Walker, Anatoly A. Saveliev, Graham M. Smith

12. Zero-Truncated and Zero-Inflated Models for Count Data
Alain F. Zuur, Elena N. leno, N.J. Walker, A. Saveliev, Graham M. Smith

13. Generalised Estimation Equations
Alain F. Zuur, Elena N. leno, N.J. Walker, Anatoly A. Saveliev, Graham M. Smith

14. GLMM and GAMM
Alain F. Zuur, Elena N. leno, N.J. Walker, Anatoly A. Saveliev, Graham M. Smith

15. Estimating Trends for Antarctic Birds in Relation to Climate Change
A.F. Zuur, C. Barbraud, E.N. Ieno, H. Weimerskirch, G.M. Smith, N.J. Walker

16. Large-Scale Impacts of Land-Use Change in a Scottish Farming Catchment
A.F. Zuur, D. Raffaelli, A.A. Saveliev, N.J. Walker, E.N. Ieno, G.M. Smith

17. Negative Binomial GAM and GAMM to Analyse Amphibian Roadkills
A.F. Zuur, A. Mira, F. Carvalho, E.N. Ieno, A.A. Saveliev, G.M. Smith, N.J. Walker

18. Additive Mixed Modelling Applied on Deep-Sea Pelagic Bioluminescent Organisms
A.F. Zuur, I.G. Priede, E.N. Ieno, G.M. Smith, A.A. Saveliev, N.J. Walker

19. Additive Mixed Modelling Applied on Phytoplankton Time Series Data
A.F. Zuur, M.J Latuhihin, E.N. Ieno, J.G. Baretta-Bekker, G.M. Smith, N.J. Walker

20. Mixed Effects Modelling Applied on American Foulbrood Affecting Honey Bees Larvae
A.F. Zuur, L.B. Gende, E.N. Ieno, N.J. Fernández, M.J. Eguaras, R. Fritz, N.J. Walker, A.A. Saveliev, G.M. Smith

21. Three-Way Nested Data for Age Determination Techniques Applied to Cetaceans
E.N. Ieno, P.L. Luque, G.J. Pierce, A.F. Zuur, M.B. Santos, N.J. Walker, A.A. Saveliev, G.M. Smith

22. GLMM Applied on the Spatial Distribution of Koalas in a Fragmented Landscape
J.R. Rhodes, C.A. McAlpine, A.F. Zuur, G.M. Smith, E.N. Ieno

23. A Comparison of GLM, GEE, and GLMM Applied to Badger Activity Data
N.J. Walker, A.F. Zuur, A. Ward, A.A. Saveliev, E.N. Ieno, G.M. Smith

24. Incorporating Temporal Correlation in Seal Abundance Data with MCMC
A.A. Saveliev, M. Cronin, A.F. Zuur, E.N. Ieno, N.J. Walker, G.M. Smith

Keywords: Life Sciences, Ecology, Statistics for Life Sciences, Medicine, Health Sciences, Math. Appl. in Environmental Science, Environmental Monitoring/Analysis

Author(s)
 
 
 
 
Publisher
Springer
Publication year
2009
Language
en
Edition
1
Series
Statistics for Biology and Health
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9780387874586

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