Introduction | Main functions | Non-Gaussian likelihoods | Algorithms
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:
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✨
DESCRIPTION |NEWS
card.svg |card.png
glmmsel/json (API)
| # 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
Last updated from:c7e3dc3fa5. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 194 | ||
| linux-devel-x86_64 | OK | 186 | ||
| source / vignettes | OK | 290 | ||
| linux-release-arm64 | OK | 183 | ||
| linux-release-x86_64 | OK | 166 | ||
| macos-release-arm64 | OK | 146 | ||
| macos-release-x86_64 | OK | 265 | ||
| macos-oldrel-arm64 | OK | 177 | ||
| macos-oldrel-x86_64 | OK | 290 | ||
| windows-devel | OK | 181 | ||
| windows-release | OK | 182 | ||
| windows-oldrel | OK | 190 | ||
| wasm-release | OK | 136 |
Exports:cv.glmmselfixefglmmselranef
Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglifecycleR6RColorBrewerRcppRcppArmadillorlangS7scalesvctrsviridisLitewithr
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 |
