Zuur, Alain F.
Mixed effects models and extensions in ecology with R
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
Avainsanat: Life Sciences, Ecology, Statistics for Life Sciences, Medicine, Health Sciences, Math. Appl. in Environmental Science, Environmental Monitoring/Analysis
- Tekijä(t)
- Zuur, Alain F.
- Ieno, Elena N.
- Walker, Neil
- Saveliev, Anatoly A.
- Smith, Graham M.
- Julkaisija
- Springer
- Julkaisuvuosi
- 2009
- Kieli
- en
- Painos
- 1
- Sarja
- Statistics for Biology and Health
- Sivumäärä
- 18 sivua
- Kategoria
- Eksaktit luonnontieteet
- Tiedostomuoto
- E-kirja
- eISBN (PDF)
- 9780387874586