Keyword

linear mixed models

Description: Statistical models for continuous outcomes that combine fixed effects with random effects to represent structured variation among groups or observations.

Primary topic: Statistical Methods and Bayesian Inference (23%)

Wikidata ID: wiki/Q120282163

OpenAlex ID: keywords/linear-mixed-models

Fitting Linear Mixed-Effects Models Using lme4

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

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lmerTest Package: Tests in Linear Mixed Effects Models

2017 · Alexandra Kuznetsova, Per B. Brockhoff, et al. · Journal of Statistical Software · 24,142

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Mixed effects models and extensions in ecology with R

2009 · Alain F. Zuur, Elena N. Ieno, et al. · Statistics for biology and health · 17,921

Simultaneous Inference in General Parametric Models

2008 · Torsten Hothorn, Frank Bretz, et al. · Biometrical Journal · 13,888

Generalized Additive Models

2017 · Simon N. Wood · Chapman & Hall/CRC eBooks · 13,701

SAS System for Mixed Models

1996 · Ramon C. Littell · Medical Entomology and Zoology · 10,427

Random effects structure for confirmatory hypothesis testing: Keep it maximal

2013 · Dale J. Barr, Roger Levy, et al. · Journal of Memory and Language · 10,313

A general and simple method for obtaining R 2 from generalized linear mixed‐effects models

2012 · Shinichi Nakagawa, Holger Schielzeth · Methods in Ecology and Evolution · 10,311

nlme : Linear and nonlinear mixed effects models

2006 · Saikat DebRoy · Medical Entomology and Zoology · 10,010

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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Measuring individual differences in implicit cognition: The implicit association test.

1998 · Anthony G. Greenwald, Debbie E. McGhee, et al. · Journal of Personality and Social Psychology · 9,199

GCTA: A Tool for Genome-wide Complex Trait Analysis

2010 · Jian Yang, S. Hong Lee, et al. · The American Journal of Human Genetics · 8,235

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TASSEL: software for association mapping of complex traits in diverse samples

2007 · Peter J. Bradbury, Zhiwu Zhang, et al. · Bioinformatics · 7,773

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nlme: Linear and Nonlinear Mixed Effects Models

1999 · José Pinheiro, R Core Team, et al. · 6,856

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Linear Mixed-Effects Models using 'Eigen' and S4

2015 · Douglas M. Bates, Martin Maechler, et al. · 5,924

Small Sample Inference for Fixed Effects from Restricted Maximum Likelihood

1997 · Michael G. Kenward, James H. Roger · Biometrics · 4,536

Genome-wide efficient mixed-model analysis for association studies

2012 · Xiang Zhou, Matthew Stephens · Nature Genetics · 3,606

Linear Mixed Models for Longitudinal Data

1997 · Geert Verbeke · Lecture notes in statistics · 3,504

Analysis of Longitudinal Data

2002 · Peter J Diggle, Patrick J Heagerty, et al. · 3,385

Simple means to improve the interpretability of regression coefficients

2010 · Holger Schielzeth · Methods in Ecology and Evolution · 3,010

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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

Linear Mixed Models for Longitudinal Data

2000 · Geert Molenberghs, Geert Verbeke · Springer series in statistics · 2,649

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

2010 · Shinichi Nakagawa, Holger Schielzeth · Biological reviews/Biological reviews of the Cambridge Philosophical Society · 2,578

Works count: 11,580

Citation count: 495,400