robustlmm: Robust Linear Mixed Effects Models (original) (raw)

Implements the Robust Scoring Equations estimator to fit linear mixed effects models robustly. Robustness is achieved by modification of the scoring equations combined with the Design Adaptive Scale approach.

Version:

3.3-1

Depends:

lme4 (≥ 1.1-9), Matrix (≥ 1.6-2), R (≥ 3.5.0)

Imports:

lattice, nlme, methods, robustbase (≥ 0.93), xtable, Rcpp (≥ 0.12.2), fastGHQuad, parallel, rlang, utils

LinkingTo:

Rcpp, robustbase, Matrix

Suggests:

ggplot2, reshape2, microbenchmark, emmeans (≥ 1.4), estimability, lqmm, rlme, MASS, lemon, RColorBrewer, skewt, fs, dplyr, ggh4x, testthat, robustvarComp

Published:

2023-12-14

DOI:

10.32614/CRAN.package.robustlmm

Author:

Manuel Koller

Maintainer:

Manuel Koller

License:

GPL-2

URL:

https://github.com/kollerma/robustlmm

NeedsCompilation:

yes

Citation:

robustlmm citation info

Materials:

README

In views:

MixedModels, Robust

CRAN checks:

robustlmm results