Gmedian: Geometric Median, k-Median Clustering and Robust Median PCA

Fast algorithms for robust estimation with large samples of multivariate observations. Estimation of the geometric median, robust k-Gmedian clustering, and robust PCA based on the Gmedian covariation matrix.

Author
Herve Cardot
Date of publication
2016-09-05 16:35:51
Maintainer
Herve Cardot <herve.cardot@u-bourgogne.fr>
License
GPL (>= 2)
Version
1.2.3

View on CRAN

Man pages

Gmedian
Gmedian
GmedianCov
GmedianCov
Gmedian-package
\Sexpr[results=rd,stage=build]{tools:::Rd_package_title("Gmedian")}
kGmedian
kGmedian
Weiszfeld
Weiszfeld
WeiszfeldCov
WeiszfeldCov

Files in this package

Gmedian
Gmedian/src
Gmedian/src/Makevars
Gmedian/src/Gmedian.cpp
Gmedian/src/Weiszfeld.cpp
Gmedian/src/Makevars.win
Gmedian/src/RcppExports.cpp
Gmedian/NAMESPACE
Gmedian/NEWS
Gmedian/R
Gmedian/R/Gmedian.R
Gmedian/R/kGmedian.R
Gmedian/R/RcppExports.R
Gmedian/R/GmedianCov.R
Gmedian/MD5
Gmedian/build
Gmedian/build/partial.rdb
Gmedian/DESCRIPTION
Gmedian/man
Gmedian/man/Gmedian-package.Rd
Gmedian/man/kGmedian.Rd
Gmedian/man/Gmedian.Rd
Gmedian/man/GmedianCov.Rd
Gmedian/man/Weiszfeld.Rd
Gmedian/man/WeiszfeldCov.Rd