<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Robust Estimators for Multi-Group and Spatial Data</dc:title>
  <dc:title>R package ssMRCD version 2.0.1</dc:title>
  <dc:description>Estimation of robust estimators for multi-group and spatial data including the casewise robust Spatially Smoothed Minimum Regularized Determinant (ssMRCD) estimator and its usage for local outlier detection as described in Puchhammer and Filzmoser (2023) &lt;doi:10.1080/10618600.2023.2277875&gt; as well as for sparse robust PCA for multi-source data described in Puchhammer, Wilms and Filzmoser (2024) &lt;doi:10.48550/arXiv.2407.16299&gt;. Moreover, a cellwise robust multi-group Gaussian mixture model (MG-GMM) is implemented as described in Puchhammer, Wilms and Filzmoser (2024) &lt;doi:10.48550/arXiv.2504.02547&gt;. Included are also complementary visualization and parameter tuning tools.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.0.0)</dc:relation>
  <dc:relation>Imports: stats, graphics, robustbase, scales, ellipse, dbscan, ggplot2,
expm, rrcov, DescTools, rootSolve, Matrix, Rcpp, RcppArmadillo,
cellWise, methods, utils</dc:relation>
  <dc:relation>LinkingTo: Rcpp, RcppArmadillo</dc:relation>
  <dc:relation>Suggests: knitr, rmarkdown, testthat (&gt;= 3.0.0), rnaturalearth,
rnaturalearthdata, dplyr, tidyr, ggridges</dc:relation>
  <dc:creator>Patricia Puchhammer &lt;patricia.puchhammer@tuwien.ac.at&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Patricia Puchhammer [aut, cre, cph],
  Peter Filzmoser [aut]</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2025-09-16</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=ssMRCD</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.ssMRCD</dc:identifier>
</oai_dc:dc>
