دانلود کتاب Mixed Effects Models and Extensions in Ecology with R

عنوان فارسی :

دانلود کتاب مدل ها و افزونه های اثر مختلط در اکولوژی با R

عنوان انگلیسی :

Mixed Effects Models and Extensions in Ecology with R

زبان : English

موضوع : Mathematics->Mathematicsematical Statistics

نویسندگان : Alain F. Zuur Elena N. Ieno Neil Walker Anatoly A. Saveliev Graham M. Smith (auth.)

ناشر : Springer-Verlag New York

ISBN (شابک) : 0387874577, 9780387874579, 0387874577

تعداد صفحات : 574\549

سال نشر : 2009     ویرایش : 1

حجم : 21 MB       فرمت : pdf

قیمت : 20000 تومان

فهرست :



Table of contents :
Front Matter....Pages i-xxii
Introduction....Pages 1-10
Limitations of Linear Regression Applied on Ecological Data....Pages 11-33
Things Are Not Always Linear; Additive Modelling....Pages 35-69
Dealing with Heterogeneity....Pages 71-100
Mixed Effects Modelling for Nested Data....Pages 101-142
Violation of Independence – Part I....Pages 143-160
Violation of Independence – Part II....Pages 161-191
Meet the Exponential Family....Pages 193-208
GLM and GAM for Count Data....Pages 209-243
GLM and GAM for Absence–Presence and Proportional Data....Pages 245-259
Zero-Truncated and Zero-Inflated Models for Count Data....Pages 261-293
Generalised Estimation Equations....Pages 295-321
GLMM and GAMM....Pages 323-341
Estimating Trends for Antarctic Birds in Relation to Climate Change....Pages 343-361
Large-Scale Impacts of Land-Use Change in a Scottish Farming Catchment....Pages 363-381
Negative Binomial GAM and GAMM to Analyse Amphibian Roadkills....Pages 383-397
Additive Mixed Modelling Applied on Deep-Sea Pelagic Bioluminescent Organisms....Pages 399-422
Additive Mixed Modelling Applied on Phytoplankton Time Series Data....Pages 423-446
Mixed Effects Modelling Applied on American Foulbrood Affecting Honey Bees Larvae....Pages 447-458
Three-Way Nested Data for Age Determination Techniques Applied to Cetaceans....Pages 459-468
GLMM Applied on the Spatial Distribution of Koalas in a Fragmented Landscape....Pages 469-492
A Comparison of GLM, GEE, and GLMM Applied to Badger Activity Data....Pages 493-502
Incorporating Temporal Correlation in Seal Abundance Data with MCMC....Pages 503-529
Back Matter....Pages 531-574





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