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.

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Description file content

Package
Gmedian
Type
Package
Title
Geometric Median, k-Median Clustering and Robust Median PCA
Version
1.2.4
Date
2017-09-15
Author
Herve Cardot
Maintainer
Herve Cardot
Description
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.
License
GPL (>= 2)
Depends
R (>= 3.0.0)
Imports
Rcpp (>= 0.12.6), RSpectra, robustbase
LinkingTo
Rcpp, RcppArmadillo, RSpectra
NeedsCompilation
yes
Packaged
2017-09-15 14:49:49 UTC; herve
Repository
CRAN
Date/Publication
2017-09-15 20:26:10 UTC

install.packages('Gmedian')

1.2.4

a year ago

Herve Cardot

GPL (>= 2)

Depends on

R (>= 3.0.0)

Imports

Rcpp (>= 0.12.6), RSpectra, robustbase

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