TestREnlme
Nonparametric Tests for Random Effects in Linear and Nonlinear Mixed-Effects Models
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>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.0 |
rolling linux/jammy R-4.5 | TestREnlme_0.1.0.tar.gz |
247.1 KiB |
0.1.0 |
rolling linux/noble R-4.5 | TestREnlme_0.1.0.tar.gz |
247.1 KiB |
0.1.0 |
rolling source/ R- | TestREnlme_0.1.0.tar.gz |
127.8 KiB |
0.1.0 |
latest linux/jammy R-4.5 | TestREnlme_0.1.0.tar.gz |
247.1 KiB |
0.1.0 |
latest linux/noble R-4.5 | TestREnlme_0.1.0.tar.gz |
247.1 KiB |
0.1.0 |
latest source/ R- | TestREnlme_0.1.0.tar.gz |
127.8 KiB |
0.1.0 |
2026-04-23 source/ R- | TestREnlme_0.1.0.tar.gz |
0 B |