2009

Mixed effects models and extensions in ecology with R

ISBN: 978-0-387-87457-9 (Print) 978-0-387-87458-6 (Online)

Table of contents (23 chapters)

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  1. Front Matter

    Pages i-xxii

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    Book Chapter

    Pages 1-10

    Introduction

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    Book Chapter

    Pages 11-33

    Limitations of Linear Regression Applied on Ecological Data

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    Book Chapter

    Pages 35-69

    Things are not Always Linear; Additive Modelling

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    Book Chapter

    Pages 71-100

    Dealing with Heterogeneity

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    Book Chapter

    Pages 101-142

    Mixed Effects Modelling for Nested Data

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    Book Chapter

    Pages 143-160

    Violation of Independence – Part I

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    Book Chapter

    Pages 161-191

    Violation of Independence – Part II

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    Book Chapter

    Pages 193-208

    Meet the Exponential Family

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    Book Chapter

    Pages 209-243

    GLM and GAM for Count Data

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    Book Chapter

    Pages 245-259

    GLM and GAM for Absence–Presence and Proportional Data

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    Book Chapter

    Pages 261-293

    Zero-Truncated and Zero-Inflated Models for Count Data

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    Book Chapter

    Pages 295-321

    Generalised Estimation Equations

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    Book Chapter

    Pages 323-341

    GLMM and GAMM

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    Book Chapter

    Pages 343-361

    Estimating Trends for Antarctic Birds in Relation to Climate Change

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    Book Chapter

    Pages 363-381

    Large-Scale Impacts of Land-Use Change in a Scottish Farming Catchment

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    Book Chapter

    Pages 383-397

    Negative Binomial GAM and GAMM to Analyse Amphibian Roadkills

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    Book Chapter

    Pages 399-422

    Additive Mixed Modelling Applied on Deep-Sea Pelagic Bioluminescent Organisms

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    Book Chapter

    Pages 423-446

    Additive Mixed Modelling Applied on Phytoplankton Time Series Data

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    Book Chapter

    Pages 447-458

    Mixed Effects Modelling Applied on American Foulbrood Affecting Honey Bees Larvae

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    Book Chapter

    Pages 459-468

    Three-Way Nested Data for Age Determination Techniques Applied to Cetaceans

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