MIXED effects models and extensions in ecology with R.

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Detalles Bibliográficos
Otros Autores: Zuur, Alain F.
Formato: Libro
Lenguaje:Inglés
Publicado: New York : Springer, 2009.
Colección:Statistics for biology and health
Materias:
Aporte de:Registro referencial: Solicitar el recurso aquí
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245 1 0 |a MIXED effects models and extensions in ecology with R.   |c Alain F. Zuur ... [et al.]. 
260 |a New York :   |b Springer,   |c 2009. 
300 |a xxii, 574 p. :   |b il. ;   |c 25 cm. 
336 |a texto  |2 rdacontent 
337 |a sin mediación  |2 rdamedia 
338 |a volumen  |2 rdacarrier 
490 0 |a Statistics for biology and health 
505 0 0 |a Contenido: Introduction -- Limitations of linear regression applied on ecological data -- Things are not always linear : additive modeling -- Dealing with heterogeneity -- Mixed effects modeling for nested data -- Violation of independence -- 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 -- Required pre-knowledge : a linear regression and additive modelling example.  
650 7 |a ECOLOGIA--METODOS ESTADISTICOS  |2 lemb3  |9 74096 
650 7 |a R (PROGRAMA PARA COMPUTADOR)  |2 lemb3  |9 67265 
650 7 |a MODELOS DE SIMULACION  |2 lemb3  |9 9407 
700 1 |a Zuur, Alain F.  |9 74368 
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