Linear Mixed-Effects Models using 'Eigen' and S4

Douglas M. Bates; Martin Maechler; Benjamin M. Bolker; Steven C. Walker

Keywords

Linear modelMathematicsEnvironmental scienceComputer scienceStatistics

Related Publications

Fitting Linear Mixed-Effects Models Usinglme4

Douglas M. Bates , Martin Mächler , Benjamin M. Bolker +1 more

Maximum likelihood or restricted maximum likelihood (REML) estimates of the parameters in linear mixed-effects models can be determined using the lmer function in the lme4 packa...

2015 Journal of Statistical Software 78437 citations

Mixed-Effects Models in S and S-PLUS

Josae C. Pinheiro , Douglas M. Bates

Mixed-effects models provide a flexible and powerful tool for the analysis of grouped data, which arise in many areas as diverse as agriculture, biology, economics, manufacturin...

2001 Technometrics 9354 citations

SISVAR: A COMPUTER ANALYSIS SYSTEM TO FIXED EFFECTS SPLIT PLOT TYPE DESIGNS

Daniel Furtado Ferreira

This paper presents a special capability of Sisvar to deal with fixed effect models with several restriction in the randomization procedure. These restrictions lead to models wi...

2019 REVISTA BRASILEIRA DE BIOMETRIA 1258 citations

Estimation of genetic and environmental factors for binary traits using family data

Yudi Pawitan , Marie Reilly , Elin Nilsson +2 more

Abstract While the family‐based analysis of genetic and environmental contributions to continuous or Gaussian traits is now straightforward using the linear mixed models approac...

2004 Statistics in Medicine 61 citations

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

Shinichi Nakagawa , Holger Schielzeth

Summary The use of both linear and generalized linear mixed‐effects models ( LMM s and GLMM s) has become popular not only in social and medical sciences, but also in biological...

2012 Methods in Ecology and Evolution 9557 citations

Publication Info

Year: 2015
Type: article
Citations: 6009
Access: Closed

External Links

Citation Metrics

6009

OpenAlex

Cite This

APA Style

                            
                                    Douglas M. Bates, 
                                
                                    Martin Maechler, 
                                
                                    Benjamin M. Bolker
                                
                                et al.
                            
                            (2015). 
                            Linear Mixed-Effects Models using 'Eigen' and S4. 
                            
                            .