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 12 Sep. 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

unikn  
Graphical Elements of the University of Konstanz's Corporate Design
Define and use graphical elements of corporate design manuals in R. The 'unikn' package provides col ...
Download / Learn more Package Citations See dependency  
NScluster  
Simulation and Estimation of the Neyman-Scott Type Spatial Cluster Models
Simulation and estimation for Neyman-Scott spatial cluster point process models and their extension ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
mixl  
Simulated Maximum Likelihood Estimation of Mixed Logit Models for Large Datasets
Specification and estimation of multinomial logit models. Large datasets and complex models are su ...
Download / Learn more Package Citations See dependency  
electionsBR  
R Functions to Download and Clean Brazilian Electoral Data
Offers a set of functions to easily download and clean Brazilian electoral data from the Superior E ...
Download / Learn more Package Citations See dependency  
qdapTools  
Tools for the 'qdap' Package
A collection of tools associated with the 'qdap' package that may be useful outside of the context ...
Download / Learn more Package Citations See dependency  

28,480

R Packages

239,283

Dependencies

75,677

Author Associations

28,481

Publication Badges

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