"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: | 0.92-6 |
| Depends: | R (≥ 3.0.2) |
| Imports: | stats, graphics, utils, methods, DEoptimR |
| Suggests: | grid, MASS, lattice, boot, cluster, Matrix, robust, fit.models, MPV, xtable, ggplot2, GGally, RColorBrewer, reshape2, sfsmisc, catdata |
| Published: | 2016-05-31 |
| Author: | Original code by many authors, notably Peter Rousseeuw and Christophe Croux, see file 'Copyrights'; Valentin Todorov, Andreas Ruckstuhl, Matias Salibian-Barrera, Tobias Verbeke, Manuel Koller, Martin Maechler |
| Maintainer: | Martin Maechler <maechler at stat.math.ethz.ch> |
| BugReports: | NA |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | http://robustbase.r-forge.r-project.org/ |
| NeedsCompilation: | yes |
| Citation: | robustbase citation info |
| Materials: | NEWS ChangeLog |
| In views: | Multivariate, Robust |
| CRAN checks: | robustbase results |
| Reference manual: | robustbase.pdf |
| Vignettes: |
covMcd() – Generalizing the FastMCD Simulations for Robust Regression Inference in Small Samples Definitions of Psi-Functions Available in Robustbase |
| Package source: | robustbase_0.92-6.tar.gz |
| Windows binaries: | r-devel: robustbase_0.92-6.zip, r-release: robustbase_0.92-6.zip, r-oldrel: robustbase_0.92-6.zip |
| OS X Mavericks binaries: | r-release: robustbase_0.92-6.tgz, r-oldrel: robustbase_0.92-6.tgz |
| Old sources: | robustbase archive |
| Reverse depends: | BMA, ccaPP, compositions, cvTools, ddalpha, DetMCD, dmm, FastHCS, ForwardSearch, GWmodel, ltsbase, MBmca, muma, perry, qpcR, robCompositions, robfilter, RobPer, robust, RobustAFT, robustgam, robustHD, robustX, rrcov, rrcovHD, rrcovNA, sscor, ssmrob |
| Reverse imports: | CerioliOutlierDetection, chemometrics, chipPCR, complmrob, covmat, cvTools, DetR, ergm, fAssets, fpc, fPortfolio, georob, GeoXp, Gmedian, groc, MKmisc, MVN, mvoutlier, pcalg, roahd, robreg3S, robustlmm, robustloggamma, robustvarComp, sdcMicro, semiArtificial, shotGroups, sprm, StatDA, tergm, VIM |
| Reverse suggests: | ChemoSpec, depth, DepthProc, highfrequency, ICS, mlr, multcomp, PerformanceAnalytics, PLSbiplot1, PortfolioAnalytics, robcor, rsae, simsalapar, timeSeries |
| Reverse enhances: | DEoptimR, stargazer, texreg |