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TestREnlme  

Nonparametric Tests for Random Effects in Linear and Nonlinear Mixed-Effects Models
View on CRAN: Click here


Download and install TestREnlme package within the R console
Install from CRAN:
install.packages("TestREnlme")

Install from Github:
library("remotes")
install_github("cran/TestREnlme")

Install by package version:
library("remotes")
install_version("TestREnlme", "0.1.0")



Attach the package and use:
library("TestREnlme")
Maintained by
Germaine Uwimpuhwe
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-07-03
Latest Update: 2026-07-03
Description:
Provides nonparametric permutation tests for testing all or any subset of random effects in linear and nonlinear mixed-effects models, without requiring normality or other distributional assumptions on random effects or errors. Three distribution-free variance-component estimators are implemented: Variance Least Squares ('VLS'), Method of Moments ('MM'), and Method of Moments with First-Order Approximation ('MMF'). A permutation procedure is used to obtain finite-sample p-values. Plotting functions support data exploration, model evaluation, and communication of results. Methods are described in Uwimpuhwe, Drikvandi, and Blozis (2026) <doi:10.1002/sim.70605>.
How to cite:
Germaine Uwimpuhwe (2026). TestREnlme: Nonparametric Tests for Random Effects in Linear and Nonlinear Mixed-Effects Models. R package version 0.1.0, https://cran.r-project.org/web/packages/TestREnlme. Accessed 24 Oct. 2026.
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Complete documentation for TestREnlme
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