<?xml version="1.0" encoding="utf-8" ?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:r="https://r-universe.dev"><channel><title>antonikingston.r-universe.dev</title><link>https://antonikingston.r-universe.dev</link><description>Recent package updates in antonikingston</description><generator>R-universe</generator><image><url>https://github.com/antonikingston.png</url><title>R packages by antonikingston</title><link>https://antonikingston.r-universe.dev</link></image><lastBuildDate>Sat, 09 May 2026 14:31:34 GMT</lastBuildDate><item><title>[antonikingston] gipsDA 0.1.2</title><author>norbert.frydrysiak@proton.me (Norbert Maksymilian Frydrysiak)</author><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)
&lt;doi:10.1214/22-AOS2174&gt; and Chojecki, Morgen, Kołodziejek
(2025, &lt;doi:10.18637/jss.v112.i07&gt;).</description><link>https://github.com/r-universe/antonikingston/actions/runs/27120157080</link><pubDate>Sat, 09 May 2026 14:31:34 GMT</pubDate><r:package>gipsDA</r:package><r:version>0.1.2</r:version><r:status>success</r:status><r:repository>https://antonikingston.r-universe.dev</r:repository><r:upstream>https://github.com/antonikingston/gipsda</r:upstream></item></channel></rss>