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 25 Jun. 2026.
Previous versions and publish date:
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

edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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