Package: cmenet 0.1.2

Simon Mak

cmenet: Bi-Level Selection of Conditional Main Effects

Provides functions for implementing cmenet - a bi-level variable selection method for conditional main effects (see Mak and Wu (2018) <doi:10.1080/01621459.2018.1448828>). CMEs are reparametrized interaction effects which capture the conditional impact of a factor at a fixed level of another factor. Compared to traditional two-factor interactions, CMEs can quantify more interpretable interaction effects in many problems. The current implementation performs variable selection on only binary CMEs; we are working on an extension for the continuous setting.

Authors:Simon Mak

cmenet_0.1.2.tar.gz
cmenet_0.1.2.tar.gz(r-4.5-noble)cmenet_0.1.2.tar.gz(r-4.4-noble)
cmenet_0.1.2.tgz(r-4.4-emscripten)cmenet_0.1.2.tgz(r-4.3-emscripten)
cmenet.pdf |cmenet.html✨
cmenet/json (API)

# Install 'cmenet' in R:
install.packages('cmenet', repos = 'https://cloud.r-project.org')
Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

cpp

1.00 score 220 downloads 4 exports 14 dependencies

Last updated 3 years agofrom:78b54099c4. Checks:1 OK, 2 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 04 2025
R-4.5-linux-x86_64NOTEMar 04 2025
R-4.4-linux-x86_64NOTEMar 04 2025

Exports:cmenetcv.cmenetfull.model.mtxpredictcme

Dependencies:codetoolsforeachglmnethierNetiteratorslatticeMASSMatrixRcppRcppArmadilloRcppEigenshapesparsenetsurvival

Citation

To cite package ‘cmenet’ in publications use:

Mak S (2022). cmenet: Bi-Level Selection of Conditional Main Effects. R package version 0.1.2, https://CRAN.R-project.org/package=cmenet.

ATTENTION: This citation information has been auto-generated from the package DESCRIPTION file and may need manual editing, see ‘help("citation")’.

Corresponding BibTeX entry: 

  @Manual{,
    title = {cmenet: Bi-Level Selection of Conditional Main Effects},
    author = {Simon Mak},
    year = {2022},
    note = {R package version 0.1.2},
    url = {https://CRAN.R-project.org/package=cmenet},
  }