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 04 Jul. 2026.
Previous versions and publish date:
No previous versions
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

SurvCorr  
Correlation of Bivariate Survival Times
Estimates correlation coefficients with associated confidence limits for bivariate, partially censo ...
Download / Learn more Package Citations See dependency  
multiwayvcov  
Multi-Way Standard Error Clustering
Exports two functions implementing multi-way clustering using the method suggested by Cameron, Gelb ...
Download / Learn more Package Citations See dependency  
musica  
Multiscale Climate Model Assessment
Provides functions allowing for (1) easy aggregation of multivariate time series into custom time sc ...
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  
PELVIS  
Probabilistic Sex Estimate using Logistic Regression, Based on VISual Traits of the Human Os Coxae
An R-Shiny application implementing a method of sexing the human os coxae based on logistic regressi ...
Download / Learn more Package Citations See dependency  
missCompare  
Intuitive Missing Data Imputation Framework
Offers a convenient pipeline to test and compare various missing data imputation algorithms on simu ...
Download / Learn more Package Citations See dependency  

27,653

R Packages

236,180

Dependencies

73,674

Author Associations

27,536

Publication Badges

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