Package: STARRS
Type: Package
Title: Stochastic Robust Multivariate Statistics
Version: 1.0
Date: 2026-06-26
Authors@R: c(
    person('Antoine','Godichon-Baggioni', role = c('aut', 'cph'),
      email = 'antoine.godichon_baggioni@upmc.fr'),
    person('Stéphane','Robin', role = 'aut'),
    person('Daphné', 'Giorgi', role = c('aut','cre'), 
      email = 'daphne.giorgi@sorbonne-universite.fr')
    )
Description: Algorithms for robust multivariate statistics (STochAstic
        Robust multivaRiate Statistics) including geometric median and
        geometric median covariance computation, k-medians clustering
        and robust median Principal Compenents Analysis (PCA), robust
        estimation of parameters for Gaussian, Student, or Laplace
        mixture models. 'STARRS' provides an independent, clean,
        consolidated and cohesive framework, while drawing inspiration
        from the approaches implemented in packages 'Gmedian',
        'Kmedians', 'RGMM', 'RobRegression'. Methods used in the
        package refer to H. Robbins, S. Monro (1951)
        <doi:10.1214/aoms/1177729586>; D. Kraus, V. M. Panaretos (2012)
        <doi:10.1093/biomet/ass037>; H. Cardot, A. Godichon-Baggioni
        (2015) <doi:10.48550/arXiv.1504.02852>; A. Godichon-Baggioni,
        S. Robin (2024) <doi:10.1007/s11222-023-10362-9>.
License: GPL (>= 2)
Imports: Rcpp (>= 1.0.13), foreach, mvtnorm, mclust, LaplacesDemon,
        genieclust, robustbase, RSpectra, ggplot2, reshape2, DescTools,
        checkmate, doFuture, future, parallel, capushe, bookdown, knitr
LinkingTo: Rcpp, RcppArmadillo
LazyData: true
VignetteBuilder: knitr
Encoding: UTF-8
Suggests: rmarkdown
Config/roxygen2/version: 8.0.0
NeedsCompilation: yes
Packaged: 2026-09-28 07:43:49 UTC; root
Author: Antoine Godichon-Baggioni [aut, cph], Stéphane Robin [aut],
        Daphné Giorgi [aut, cre]
Maintainer: Daphné Giorgi <daphne.giorgi@sorbonne-universite.fr>
Depends: R (>= 3.5.0)
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev libssl-dev
        libx11-dev zlib1g-dev
Repository: https://daphnegiorgi.r-universe.dev
Date/Publication: 2026-07-29 17:00:19 UTC
RemoteUrl: https://github.com/cran/STARRS
RemoteRef: HEAD
RemoteSha: 7a84a0bc8e118bbc283694b330b1804ca9d10df3