Other packages > Find by keyword >

MADMMplasso  

Multi Variate Multi Response ADMM with Interaction Effects
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("MADMMplasso", "1.0.1")



Attach the package and use:
library("MADMMplasso")
Maintained by
Waldir Leoncio
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-01-08
Latest Update: 2025-01-08
Description:
This system allows one to model a multi-variate, multi-response problem with interaction effects. It combines the usual squared error loss for the multi-response problem with some penalty terms to encourage responses that correlate to form groups and also allow for modeling main and interaction effects that exit within the covariates. The optimization method employed is the Alternating Direction Method of Multipliers (ADMM). The implementation is based on the methodology presented on Quachie Asenso, T., & Zucknick, M. (2023) <doi:10.48550/arXiv.2303.11155>.
How to cite:
Waldir Leoncio (2025). MADMMplasso: Multi Variate Multi Response ADMM with Interaction Effects. R package version 1.0.1, https://cran.r-project.org/web/packages/MADMMplasso. Accessed 25 Oct. 2026.
Previous versions and publish date:
1.0.0 (2025-01-08 17:40), (2026-07-09 08:08)
Other packages that cited MADMMplasso R package
View MADMMplasso citation profile
Other R packages that MADMMplasso depends, imports, suggests or enhances
Complete documentation for MADMMplasso
Functions, R codes and Examples using the MADMMplasso R package
Full MADMMplasso package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

fstcore  
R Bindings to the 'Fstlib' Library
The 'fstlib' library provides multithreaded serialization of compressed data frames using the 'fst' ...
Download / Learn more Package Citations See dependency  
nlstools  
Tools for Nonlinear Regression Analysis
Several tools for assessing the quality of fit of a gaussian nonlinear model are provided. ...
Download / Learn more Package Citations See dependency  
guardianapi  
Access 'The Guardian' Newspaper Open Data API
Access to 'The Guardian' newspaper's open API , containing ...
Download / Learn more Package Citations See dependency  
RcmdrPlugin.aRnova  
R Commander Plug-in for Repeated-Measures ANOVA
R Commander plug-in for repeated-measures and mixed-design ('split-plot') ANOVA. It adds a new men ...
Download / Learn more Package Citations See dependency  
imputeTS  
Time Series Missing Value Imputation
Imputation (replacement) of missing values in univariate time series. Offers several imputation fu ...
Download / Learn more Package Citations See dependency  
CTT  
Classical Test Theory Functions
A collection of common test and item analyses from a classical test theory (CTT) framework. Analyses ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,081

Publication Badges

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