4.6 Article

A brief introduction to mixed effects modelling and multi-model inference in ecology

Related references

Note: Only part of the references are listed.
Article Behavioral Sciences

Avoiding the misuse of BLUP in behavioural ecology

Thomas M. Houslay et al.

BEHAVIORAL ECOLOGY (2017)

Article Ecology

Quantifying variable importance in a multimodel inference framework

Xingli Giam et al.

METHODS IN ECOLOGY AND EVOLUTION (2016)

Article Ecology

PIECEWISESEM: Piecewise structural equation modelling in R for ecology, evolution, and systematics

Jonathan S. Lefcheck

METHODS IN ECOLOGY AND EVOLUTION (2016)

Article Ecology

The relative performance of AIC, AICC and BIC in the presence of unobserved heterogeneity

Mark J. Brewer et al.

METHODS IN ECOLOGY AND EVOLUTION (2016)

Article Ecology

A protocol for conducting and presenting results of regression-type analyses

Alain F. Zuur et al.

METHODS IN ECOLOGY AND EVOLUTION (2016)

Article Ecology

Three points to consider when choosing a LM or GLM test for count data

David I. Warton et al.

METHODS IN ECOLOGY AND EVOLUTION (2016)

Editorial Material Biochemical Research Methods

Ten Simple Rules for Effective Statistical Practice

Robert E. Kass et al.

PLOS COMPUTATIONAL BIOLOGY (2016)

Article Ecology

Model averaging and muddled multimodel inferences

Brian S. Cade

ECOLOGY (2015)

Article Computer Science, Interdisciplinary Applications

Fitting Linear Mixed-Effects Models Using lme4

Douglas Bates et al.

JOURNAL OF STATISTICAL SOFTWARE (2015)

Article Ecology

History of multimodel inference via model selection in wildlife science

Mark S. Lindberg et al.

JOURNAL OF WILDLIFE MANAGEMENT (2015)

Article Ecology

MMI: Multimodel inference or models with management implications?

John Fieberg et al.

JOURNAL OF WILDLIFE MANAGEMENT (2015)

Article Ecology

Truth, models, model sets, AIC, and multimodel inference: A Bayesian perspective

Richard J. Barker et al.

JOURNAL OF WILDLIFE MANAGEMENT (2015)

Article Biochemical Research Methods

The fickle P value generates irreproducible results

Lewis G. Halsey et al.

NATURE METHODS (2015)

Article Statistics & Probability

Generalized additive models for large data sets

Simon N. Wood et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS (2015)

Article Biodiversity Conservation

Testing environmental and genetic effects in the presence of spatial autocorrelation

Francois Rousset et al.

ECOGRAPHY (2014)

Article Ecology

In defense of P values

Paul A. Murtaugh

ECOLOGY (2014)

Article Ecology

Rising complexity and falling explanatory power in ecology

Etienne Low-Decarie et al.

FRONTIERS IN ECOLOGY AND THE ENVIRONMENT (2014)

Article Ecology

Extension of Nakagawa & Schielzeth's R2GLMM to random slopes models

Paul C. D. Johnson

METHODS IN ECOLOGY AND EVOLUTION (2014)

Article Linguistics

Random effects structure for confirmatory hypothesis testing: Keep it maximal

Dale J. Barr et al.

JOURNAL OF MEMORY AND LANGUAGE (2013)

Article Ecology

Nested by design: model fitting and interpretation in a mixed model era

Holger Schielzeth et al.

METHODS IN ECOLOGY AND EVOLUTION (2013)

Article Ecology

A general and simple method for obtaining R2 from generalized linear mixed-effects models

Shinichi Nakagawa et al.

METHODS IN ECOLOGY AND EVOLUTION (2013)

Review Behavioral Sciences

Issues in information theory-based statistical inference-a commentary from a frequentist's perspective

Roger Mundry

BEHAVIORAL ECOLOGY AND SOCIOBIOLOGY (2011)

Review Behavioral Sciences

Using information theory as a substitute for stepwise regression in ecology and behavior

Gergely Hegyi et al.

BEHAVIORAL ECOLOGY AND SOCIOBIOLOGY (2011)

Article Behavioral Sciences

Model selection and model averaging in behavioural ecology: the utility of the IT-AIC framework

Shane A. Richards et al.

BEHAVIORAL ECOLOGY AND SOCIOBIOLOGY (2011)

Review Behavioral Sciences

AIC model selection and multimodel inference in behavioral ecology: some background, observations, and comparisons

Kenneth P. Burnham et al.

BEHAVIORAL ECOLOGY AND SOCIOBIOLOGY (2011)

Review Behavioral Sciences

Developing multiple hypotheses in behavioral ecology

Ned A. Dochtermann et al.

BEHAVIORAL ECOLOGY AND SOCIOBIOLOGY (2011)

Article Behavioral Sciences

Cryptic multiple hypotheses testing in linear models: overestimated effect sizes and the winner's curse

Wolfgang Forstmeier et al.

BEHAVIORAL ECOLOGY AND SOCIOBIOLOGY (2011)

Article Behavioral Sciences

Model averaging, missing data and multiple imputation: a case study for behavioural ecology

Shinichi Nakagawa et al.

BEHAVIORAL ECOLOGY AND SOCIOBIOLOGY (2011)

Article Behavioral Sciences

Dealing with collinearity in behavioural and ecological data: model averaging and the problems of measurement error

Robert P. Freckleton

BEHAVIORAL ECOLOGY AND SOCIOBIOLOGY (2011)

Article Ecology

The arcsine is asinine: the analysis of proportions in ecology

David I. Warton et al.

ECOLOGY (2011)

Review Ecology

Multimodel inference in ecology and evolution: challenges and solutions

C. E. Grueber et al.

JOURNAL OF EVOLUTIONARY BIOLOGY (2011)

Article Zoology

Uninformative Parameters and Model Selection Using Akaike's Information Criterion

TODD W. ARNOLD

JOURNAL OF WILDLIFE MANAGEMENT (2011)

Article Statistics & Probability

Model selection bias and Freedman's paradox

Paul M. Lukacs et al.

ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS (2010)

Article Biology

Repeatability for Gaussian and non-Gaussian data: a practical guide for biologists

Shinichi Nakagawa et al.

BIOLOGICAL REVIEWS (2010)

Article Ecology

An ecologist's guide to the animal model

Alastair J. Wilson et al.

JOURNAL OF ANIMAL ECOLOGY (2010)

Article Ecology

A protocol for data exploration to avoid common statistical problems

Alain F. Zuur et al.

METHODS IN ECOLOGY AND EVOLUTION (2010)

Article Ecology

Do not log-transform count data

Robert B. O'Hara et al.

METHODS IN ECOLOGY AND EVOLUTION (2010)

Article Ecology

Simple means to improve the interpretability of regression coefficients

Holger Schielzeth

METHODS IN ECOLOGY AND EVOLUTION (2010)

Editorial Material Behavioral Sciences

A simple method for distinguishing within- versus between-subject effects using mixed models

Martijn van de Pol et al.

ANIMAL BEHAVIOUR (2009)

Article Behavioral Sciences

Conclusions beyond support: overconfident estimates in mixed models

Holger Schielzeth et al.

BEHAVIORAL ECOLOGY (2009)

Review Ecology

Generalized linear mixed models: a practical guide for ecology and evolution

Benjamin M. Bolker et al.

TRENDS IN ECOLOGY & EVOLUTION (2009)

Article Mathematical & Computational Biology

Scaling regression inputs by dividing by two standard deviations

Andrew Gelman

STATISTICS IN MEDICINE (2008)

Article Ecology

Missing inaction: the dangers of ignoring missing data

Shinichi Nakagawa et al.

TRENDS IN ECOLOGY & EVOLUTION (2008)

Article Biodiversity Conservation

Dealing with overdispersed count data in applied ecology

Shane A. Richards

JOURNAL OF APPLIED ECOLOGY (2008)

Article Ecology

Why do we still use stepwise modelling in ecology and behaviour?

Mark J. Whittingham et al.

JOURNAL OF ANIMAL ECOLOGY (2006)

Article Statistics & Probability

Bayesian measures of explained variance and pooling in multilevel (hierarchical) models

Andrew Gelman et al.

TECHNOMETRICS (2006)

Article Behavioral Sciences

Likelihood ratio tests in behavioral genetics: Problems and solutions

A Dominicus et al.

BEHAVIOR GENETICS (2006)

Article Biology

Conditional Akaike information for mixed-effects models

F Vaida et al.

BIOMETRIKA (2005)

Article Biodiversity Conservation

Information theory and hypothesis testing: a call for pluralism

PA Stephens et al.

JOURNAL OF APPLIED ECOLOGY (2005)

Review Ecology

Model selection in ecology and evolution

JB Johnson et al.

TRENDS IN ECOLOGY & EVOLUTION (2004)

Article Social Sciences, Mathematical Methods

Multimodel inference - understanding AIC and BIC in model selection

KP Burnham et al.

SOCIOLOGICAL METHODS & RESEARCH (2004)

Review Ecology

Bayesian inference in ecology

AM Ellison

ECOLOGY LETTERS (2004)