Keyword

random effects

Description: Effects in a statistical model treated as random variables drawn from a population distribution, allowing variation across groups or experimental units.

Primary topic: Statistical Methods and Bayesian Inference (38%)

Wikidata ID: wiki/Q1826427

OpenAlex ID: keywords/random-effects

Fitting Linear Mixed-Effects Models Using lme4

2015 · Douglas Bates, Martin Mächler, et al. · Journal of Statistical Software · 86,356

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glmmTMB Balances Speed and Flexibility Among Packages for Zero-inflated Generalized Linear Mixed Modeling

2017 · Mollie,E. Brooks, Kasper Kristensen, et al. · The R Journal · 13,204

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Fitting Linear Mixed-Effects Models Using lme4

2014 · Bates, Douglas, Mächler, Martin, et al. · arXiv (Cornell University) · 9,435

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Mixed-Effects Models in S and S-PLUS

2001 · Pinheiro, José C., Bates, Douglas M. · Technometrics · 9,277

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

2009 · Benjamin M. Bolker, Mollie E. Brooks, et al. · Trends in Ecology & Evolution · 8,878

Multilevel analysis : an introduction to basic and advanced multilevel modeling

1999 · Tom A. B. Snijders, Roel Bosker · 6,821

Multilevel Statistical Models

2006 · Goldstein, Harvey 1939-2020 · Technometrics · 4,950

piecewiseSEM : Piecewise structural equation modelling in r for ecology, evolution, and systematics

2015 · Jonathan S. Lefcheck · Methods in Ecology and Evolution · 4,858

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Approximate Inference in Generalized Linear Mixed Models

1993 · N. E. Breslow, D. G. Clayton · Journal of the American Statistical Association · 4,630

An Approximate Distribution of Estimates of Variance Components

1946 · F. E. Satterthwaite · Biometrics Bulletin · 4,362

Econometric Models for Count Data with an Application to the Patents-R & D Relationship

1984 · Jerry Hausman, Bronwyn H. Hall, et al. · Econometrica · 3,387

Hierarchical Linear Models: Applications and Data Analysis Methods.

1993 · Harvey Goldstein, Anthony S. Bryk, et al. · Journal of the American Statistical Association · 3,321

Categorical data analysis: Away from ANOVAs (transformation or not) and towards logit mixed models

2008 · T. Florian Jaeger · Journal of Memory and Language · 3,311

Generalized Additive Models for Location, Scale and Shape

2005 · R. A. Rigby, D. M. Stasinopoulos · Journal of the Royal Statistical Society Series C (Applied Statistics) · 3,214

Hierarchical Linear Models

2005 · Jeff Gill · Encyclopedia of Social Measurement · 3,121

SAS for mixed models

2006 · Ramon C. Littell, George A. Milliken, et al. · CERN Document Server (European Organization for Nuclear Research) · 2,924

Statistical analysis of repeated measures data using SAS procedures.

1998 · R C Littell, P R Henry, et al. · Journal of Animal Science · 2,830

Using SAS PROC MIXED to Fit Multilevel Models, Hierarchical Models, and Individual Growth Models

1998 · Judith D. Singer · Journal of Educational and Behavioral Statistics · 2,708

Multilevel Statistical Models

1997 · Daniel Courgeau, Harvey Goldstein · Population · 2,562

Best Linear Unbiased Estimation and Prediction under a Selection Model

1975 · C. R. Henderson · Biometrics · 2,501

The arcsine is asinine: the analysis of proportions in ecology

2010 · David I. Warton, Francis K. C. Hui · Ecology · 2,283

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Multimodel inference in ecology and evolution: challenges and solutions

2011 · C. E. GRUEBER, S. NAKAGAWA, et al. · Journal of Evolutionary Biology · 2,266

nlme : linear and nonlinear mixed effects models. R package version 3.1-98

2011 · José Cirı́aco Pinheiro · Medical Entomology and Zoology · 1,943

Variance Components

1992 · Shayle R. Searle, George Casella, et al. · Wiley series in probability and statistics · 1,926

Permutational Multivariate Analysis of Variance ( PERMANOVA )

2017 · Marti J. Anderson · Wiley StatsRef: Statistics Reference Online · 1,853

Works count: 9,677

Citation count: 405,400