Other packages > Find by keyword >

gipsDA  

Training DA Models Utilizing 'gips'
View on CRAN: Click here


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

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

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



Attach the package and use:
library("gipsDA")
Maintained by
Norbert Maksymilian Frydrysiak
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-02-03
Latest Update: 2026-02-03
Description:
Extends classical linear and quadratic discriminant analysis by incorporating permutation group symmetries into covariance matrix estimation. The package leverages methodology from the 'gips' framework to identify and impose permutation structures that act as a form of regularization, improving stability and interpretability in settings with symmetric or exchangeable features. Several discriminant analysis variants are provided, including pooled and class-specific covariance models, as well as multi-class extensions with shared or independent symmetry structures. For more details about 'gips' methodology see and Graczyk et al. (2022) <doi:10.1214/22-AOS2174> and Chojecki, Morgen, Kołodziejek (2025, <doi:10.18637/jss.v112.i07>).
How to cite:
Norbert Maksymilian Frydrysiak (2026). gipsDA: Training DA Models Utilizing 'gips'. R package version 0.1.2, https://cran.r-project.org/web/packages/gipsDA. Accessed 03 Oct. 2026.
Previous versions and publish date:
(2026-10-02 00:50), 0.1.2 (2026-02-03 14:30)
Other packages that cited gipsDA R package
View gipsDA citation profile
Other R packages that gipsDA depends, imports, suggests or enhances
Complete documentation for gipsDA
Functions, R codes and Examples using the gipsDA R package
Full gipsDA package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
cccrm  
Concordance Correlation Coefficient for Repeated (and Non-Repeated) Measures
Estimates the Concordance Correlation Coefficient to assess agreement. The scenarios considered are ...
Download / Learn more Package Citations See dependency  
sudokuAlt  
Tools for Making and Spoiling Sudoku Games
Tools for making, retrieving, displaying and solving sudoku games. This package is an alternative to ...
Download / Learn more Package Citations See dependency  
WA  
While-Alive Loss Rate for Recurrent Event in the Presence of Death
Contains inferential and graphical routines for multi-group analysis of while-alive loss (or event) ...
Download / Learn more Package Citations See dependency  
Maintainer: Lu Mao (view profile)
mxmmod  
Measurement Model of Derivatives in 'OpenMx'
Provides a convenient interface in 'OpenMx' for building Estabrook's (2015) ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,834

Publication Badges

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