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Mixed Effects Models and Extensions in Ecology with R

BuchGebunden
574 Seiten
Englisch
Springererschienen am12.03.20092009
Building on the successful Analysing Ecological Data (2007) by Zuur, Ieno and Smith, the authors now provide an expanded introduction to using regression and its extensions in analysing ecological data.mehr
Verfügbare Formate
BuchGebunden
EUR152,50
BuchKartoniert, Paperback
EUR106,99
E-BookPDF1 - PDF WatermarkE-Book
EUR96,29

Produkt

KlappentextBuilding on the successful Analysing Ecological Data (2007) by Zuur, Ieno and Smith, the authors now provide an expanded introduction to using regression and its extensions in analysing ecological data.
ZusammenfassungBuilding on their previous book on the subject, the authors provide an expanded introduction to using Regression to analyze ecological data. As with the earlier book, real data sets from postgraduate ecological studies or research projects are used throughout.
Details
ISBN/GTIN978-0-387-87457-9
ProduktartBuch
EinbandartGebunden
Verlag
Erscheinungsjahr2009
Erscheinungsdatum12.03.2009
Auflage2009
ReiheStatistics for Biology and Health
Seiten574 Seiten
SpracheEnglisch
Gewicht992 g
IllustrationenXXII, 574 p.
Artikel-Nr.10997019

Inhalt/Kritik

Inhaltsverzeichnis
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.mehr

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