Package: glmmsel 1.0.3

glmmsel: Generalised Linear Mixed Model Selection

Provides tools for fitting sparse generalised linear mixed models with l0 regularisation. Selects fixed and random effects under the hierarchy constraint that fixed effects must precede random effects. Uses coordinate descent and local search algorithms to rapidly deliver near-optimal estimates. Gaussian and binomial response families are currently supported. For more details see Thompson, Wand, and Wang (2025) <doi:10.48550/arXiv.2506.20425>.

Authors:Ryan Thompson [aut, cre]

glmmsel_1.0.3.tar.gz
glmmsel_1.0.3.zip(r-4.7)glmmsel_1.0.3.zip(r-4.6)glmmsel_1.0.3.zip(r-4.5)
glmmsel_1.0.3.tgz(r-4.6-x86_64)glmmsel_1.0.3.tgz(r-4.6-arm64)glmmsel_1.0.3.tgz(r-4.5-x86_64)glmmsel_1.0.3.tgz(r-4.5-arm64)
glmmsel_1.0.3.tar.gz(r-4.7-arm64)glmmsel_1.0.3.tar.gz(r-4.7-x86_64)glmmsel_1.0.3.tar.gz(r-4.6-arm64)glmmsel_1.0.3.tar.gz(r-4.6-x86_64)
glmmsel_1.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
glmmsel/json (API)
NEWS

# Install 'glmmsel' in R:

install.packages('glmmsel', repos = c('https://ryan-thompson.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/ryan-thompson/glmmsel/issues

Uses libs:

openblas– Optimized BLAS
c++– GNU Standard C++ Library v3

On CRAN:

openblas cpp

4.18 score 5 scripts 231 downloads 4 exports 19 dependencies

Last updated from:c7e3dc3fa5. Checks:13 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	185
linux-devel-x86_64	OK	181
source / vignettes	OK	245
linux-release-arm64	OK	190
linux-release-x86_64	OK	181
macos-release-arm64	OK	170
macos-release-x86_64	OK	581
macos-oldrel-arm64	OK	151
macos-oldrel-x86_64	OK	307
windows-devel	OK	171
windows-release	OK	180
windows-oldrel	OK	189
wasm-release	OK	145

Exports:cv.glmmsel fixef glmmsel ranef

Dependencies:cli cpp11 farver ggplot2 glue gtable isoband labeling lifecycle R6 RColorBrewer Rcpp RcppArmadillo rlang S7 scales vctrs viridisLite withr

Guide to glmmsel

Ryan Thompson

Rendered fromvignette.Rmdusingknitr::rmarkdownon May 22 2026.

Last update: 2025-05-21
Started: 2025-05-21

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Coefficient function for 'cv.glmmsel' object	coef.cv.glmmsel
Coefficient function for 'glmmsel' object	coef.glmmsel
Cross-validated generalised linear mixed model selection	cv.glmmsel
Fixed effects function	fixef
Fixed effects function for 'cv.glmmsel' object	fixef.cv.glmmsel
Fixed effects function for 'glmmsel' object	fixef.glmmsel
Generalised linear mixed model selection	glmmsel
Plot function for 'cv.glmmsel' object	plot.cv.glmmsel
Plot function for 'glmmsel' object	plot.glmmsel
Predict function for 'cv.glmmsel' object	predict.cv.glmmsel
Predict function for 'glmmsel' object	predict.glmmsel
Random effects function	ranef
Random effects function for 'cv.glmmsel' object	ranef.cv.glmmsel
Random effects function for 'glmmsel' object	ranef.glmmsel