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 24 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

climwin  
Climate Window Analysis
Contains functions to detect and visualise periods of climate sensitivity (climate windows) for a g ...
Download / Learn more Package Citations See dependency  
givitiR  
The GiViTI Calibration Test and Belt
Functions to assess the calibration of logistic regression models with the GiViTI (Gruppo Italiano p ...
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  
gemlog  
File Conversion for "Gem Infrasound Logger"
Reads data files from the 'Gem infrasound logger' for analysis and converts to segy format (which is ...
Download / Learn more Package Citations See dependency  
forecastHybrid  
Convenient Functions for Ensemble Time Series Forecasts
Convenient functions for ensemble forecasts in R combining approaches from the 'forecast' package. ...
Download / Learn more Package Citations See dependency  
magicfor  
Magic Functions to Obtain Results from for Loops
Magic functions to obtain results from for loops. ...
Download / Learn more Package Citations See dependency  

29,080

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