Other packages > Find by keyword >

cmenet  

Bi-Level Selection of Conditional Main Effects
View on CRAN: Click here


Download and install cmenet package within the R console
Install from CRAN:
install.packages("cmenet")

Install from Github:
library("remotes")
install_github("cran/cmenet")

Install by package version:
library("remotes")
install_version("cmenet", "0.1.2")



Attach the package and use:
library("cmenet")
Maintained by
Simon Mak
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-01-20
Latest Update: 2022-05-27
Description:
Provides functions for implementing cmenet - a bi-level variable selection method for conditional main effects (see Mak and Wu (2018) ). 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.
How to cite:
Simon Mak (2019). cmenet: Bi-Level Selection of Conditional Main Effects. R package version 0.1.2, https://cran.r-project.org/web/packages/cmenet. Accessed 08 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:27), 0.1.0 (2019-01-20 17:10), 0.1.1 (2019-08-29 01:30), 0.1.2 (2022-05-27 09:10)
Other packages that cited cmenet R package
View cmenet citation profile
Other R packages that cmenet depends, imports, suggests or enhances
Complete documentation for cmenet
Functions, R codes and Examples using the cmenet R package
Some associated functions: cmenet . cv.cmenet . full.model.mtx . maize . predictcme . 
Some associated R codes: RcppExports.R . header.R .  Full cmenet package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

imguR  
An Imgur.com API Client Package
A complete API client for the image hosting service Imgur.com, including the an imgur graphics devic ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
eDMA  
Dynamic Model Averaging with Grid Search
Perform dynamic model averaging with grid search as in Dangl and Halling (2012) ...
Download / Learn more Package Citations See dependency  
shinymodels  
Interactive Assessments of Models
Launch a 'shiny' application for 'tidymodels' results. For classification or regression models, the ...
Download / Learn more Package Citations See dependency  
kriens  
Continuation Passing Style Development
Provides basic functions for Continuation-Passing Style development. ...
Download / Learn more Package Citations See dependency  

28,989

R Packages

247,686

Dependencies

76,495

Author Associations

28,990

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA