Mixed Effects Models and Extensions in Ecology with R

Detalles Bibliográficos
Autores principales: Zuur, Alain. (Autor), Ieno, Elena N. (Autor), Walker, Neil. (Autor), Saveliev, Anatoly A. (Autor), Smith, Graham M. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: eBook
Lenguaje:English
Publicado: New York, NY : Springer New York : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Statistics for Biology and Health,
Materias:
Acceso en línea:https://doi.org/10.1007/978-0-387-87458-6
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024 7 |a 10.1007/978-0-387-87458-6  |2 doi 
040 |a Sistema de Bibliotecas del Tecnológico de Costa Rica 
100 1 |a Zuur, Alain.  |e author. 
245 1 0 |a Mixed Effects Models and Extensions in Ecology with R  |c by Alain Zuur, Elena N. Ieno, Neil Walker, Anatoly A. Saveliev, Graham M. Smith. 
250 |a 1st ed. 2009. 
260 # # |a New York, NY :  |b Springer New York :  |b Imprint: Springer,  |c 2009. 
300 |a XXII, 574 p.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Statistics for Biology and Health, 
505 0 |a Limitations of Linear Regression Applied on Ecological Data -- Things are not Always Linear; Additive Modelling -- Dealing with Heterogeneity -- Mixed Effects Modelling for Nested Data -- Violation of Independence – Part I -- Violation of Independence – Part II -- Meet the Exponential Family -- GLM and GAM for Count Data -- GLM and GAM for Absence–Presence and Proportional Data -- Zero-Truncated and Zero-Inflated Models for Count Data -- Generalised Estimation Equations -- GLMM and GAMM -- Estimating Trends for Antarctic Birds in Relation to Climate Change -- Large-Scale Impacts of Land-Use Change in a Scottish Farming Catchment -- Negative Binomial GAM and GAMM to Analyse Amphibian Roadkills -- Additive Mixed Modelling Applied on Deep-Sea Pelagic Bioluminescent Organisms -- Additive Mixed Modelling Applied on Phytoplankton Time Series Data -- Mixed Effects Modelling Applied on American Foulbrood Affecting Honey Bees Larvae -- Three-Way Nested Data for Age Determination Techniques Applied to Cetaceans -- GLMM Applied on the Spatial Distribution of Koalas in a Fragmented Landscape -- A Comparison of GLM, GEE, and GLMM Applied to Badger Activity Data -- Incorporating Temporal Correlation in Seal Abundance Data with MCMC. 
650 0 |a Ecology . 
650 0 |a Statistics . 
650 0 |a Environmental sciences. 
650 0 |a Environmental monitoring. 
650 1 4 |a Ecology. 
650 2 4 |a Statistics for Life Sciences, Medicine, Health Sciences. 
650 2 4 |a Math. Appl. in Environmental Science. 
650 2 4 |a Monitoring/Environmental Analysis. 
700 1 |a Ieno, Elena N.  |e author. 
700 1 |a Walker, Neil.  |e author. 
700 1 |a Saveliev, Anatoly A.  |e author. 
700 1 |a Smith, Graham M.  |e author. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
856 4 0 |u https://doi.org/10.1007/978-0-387-87458-6