Package: regMR 1.0.0.9000

Cameron Bechthold

regMR: Regularized Finite Mixture Regression Models Using MM Algorithm

Provides a comprehensive framework for fitting regularized finite mixture regression models via an MM algorithm. The sparse group lasso (sgl) penalty is applied to parameter updates within the MM algorithm for variable selection with respect to groups and covariates. The package provides multiple functions for estimation and allows users to fit models over different lambda-alpha sgl penalties and group counts.

Authors:Cameron Bechthold [aut, cre, cph], Vinay Joshy [aut, ctb, cph], Zeny Feng [aut, ths, cph], Grace Stelter [ctb]

regMR_1.0.0.9000.tar.gz
regMR_1.0.0.9000.zip(r-4.7-x86_64)regMR_1.0.0.9000.zip(r-4.7-arm64)regMR_1.0.0.9000.zip(r-4.6-x86_64)regMR_1.0.0.9000.zip(r-4.6-arm64)regMR_1.0.0.9000.zip(r-4.5-x86_64)
regMR_1.0.0.9000.tgz(r-4.6-x86_64)regMR_1.0.0.9000.tgz(r-4.6-arm64)regMR_1.0.0.9000.tgz(r-4.5-x86_64)regMR_1.0.0.9000.tgz(r-4.5-arm64)
regMR_1.0.0.9000.tar.gz(r-4.7-arm64)regMR_1.0.0.9000.tar.gz(r-4.7-x86_64)regMR_1.0.0.9000.tar.gz(r-4.6-arm64)regMR_1.0.0.9000.tar.gz(r-4.6-x86_64)
regMR_1.0.0.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
regMR/json (API)

# Install 'regMR' in R:
install.packages('regMR', repos = c('https://vjoshy.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/vjoshy/regmr/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library

On CRAN:

Conda:

openblascppopenmp

4.15 score 2 stars 5 scripts 328 downloads 4 exports 74 dependencies

Last updated from:f8e429b97d. Checks:15 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK245
linux-devel-x86_64OK239
source / vignettesOK279
linux-release-arm64OK240
linux-release-x86_64OK240
macos-release-arm64OK249
macos-release-x86_64OK722
macos-oldrel-arm64OK216
macos-oldrel-x86_64OK446
windows-devel-arm64OK427
windows-devel-x86_64OK235
windows-release-arm64OK409
windows-release-x86_64OK232
windows-oldrel-x86_64OK165
wasm-releaseOK131

Exports:FMRMMMMM_Gridplot2

Dependencies:askpassbase64encbslibcachemclicodetoolscpp11crosstalkcurldata.tabledigestdplyrevaluatefarverfastmapfontawesomefsfurrrfuturegenericsggplot2globalsgluegtablehighrhtmltoolshtmlwidgetshttrisobandjquerylibjsonliteknitrlabelinglaterlazyevallifecyclelistenvmagrittrmclustmemoisemimeopensslotelparallellypillarpkgconfigplotlyplyrpromisespurrrR6rappdirsRColorBrewerRcppRcppArmadilloreshape2rlangrmarkdownS7sassscalesstringistringrsystibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunyaml