robustbase: Basic Robust Statistics
"Essential" Robust Statistics. Tools allowing to analyze data with robust methods. This includes regression methodology including model selections and multivariate statistics where we strive to cover the book "Robust Statistics, Theory and Methods" by 'Maronna, Martin and Yohai'; Wiley 2006.
| Version: | 0.99-2 |
| Depends: | R (≥ 3.5.0) |
| Imports: | stats, graphics, utils, methods, DEoptimR |
| Suggests: | grid, MASS, lattice, boot, cluster, Matrix, robust, fit.models, MPV, xtable, ggplot2, GGally, RColorBrewer, reshape2, sfsmisc, catdata, doParallel, foreach, skewt |
| Enhances: | robustX, rrcov, matrixStats, quantreg, Hmisc |
| Published: | 2024-01-27 |
| Author: | Martin Maechler 
[aut, cre],
Peter Rousseeuw [ctb] (Qn and Sn),
Christophe Croux [ctb] (Qn and Sn),
Valentin Todorov [aut] (most robust Cov),
Andreas Ruckstuhl [aut] (nlrob, anova, glmrob),
Matias Salibian-Barrera [aut] (lmrob orig.),
Tobias Verbeke [ctb, fnd] (mc, adjbox),
Manuel Koller [aut] (mc, lmrob, psi-func.),
Eduardo L. T. Conceicao [aut] (MM-, tau-, CM-, and MTL- nlrob),
Maria Anna di Palma [ctb] (initial version of Comedian) |
| Maintainer: | Martin Maechler <maechler at stat.math.ethz.ch> |
| BugReports: | https://R-forge.R-project.org/tracker/?atid=302&group_id=59 |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://robustbase.R-forge.R-project.org/, https://R-forge.R-project.org/R/?group_id=59, https://R-forge.R-project.org/scm/viewvc.php/pkg/robustbase/?root=robustbase, svn://svn.r-forge.r-project.org/svnroot/robustbase/pkg/robustbase |
| NeedsCompilation: | yes |
| Citation: | robustbase citation info |
| Materials: | NEWS ChangeLog |
| In views: | Robust |
| CRAN checks: | robustbase results |
Documentation:
| Reference manual: | robustbase.pdf |
| Vignettes: |
covMcd() – Generalizing the FastMCD Simulations for Robust Regression Inference in Small Samples Definitions of Psi-Functions Available in Robustbase |
Downloads:
| Package source: | robustbase_0.99-2.tar.gz |
| Windows binaries: | r-devel: robustbase_0.99-2.zip, r-release: robustbase_0.99-2.zip, r-oldrel: robustbase_0.99-2.zip |
| macOS binaries: | r-release (arm64): robustbase_0.99-2.tgz, r-oldrel (arm64): robustbase_0.99-2.tgz, r-release (x86_64): robustbase_0.99-2.tgz, r-oldrel (x86_64): robustbase_0.99-2.tgz |
| Old sources: | robustbase archive |
Reverse dependencies:
Linking:
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