Geometric Median, k-Medians 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.


Reference manual

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install.packages("Gmedian")

1.2.7 by Herve Cardot, 4 years ago


Browse source code at https://github.com/cran/Gmedian


Authors: Herve Cardot


Documentation:   PDF Manual  


GPL (>= 2) license


Imports Rcpp, RSpectra, robustbase

Linking to Rcpp, RcppArmadillo, RSpectra


Imported by ClustAssess, Kmedians, clustcurv, ctmm.

Suggested by aqp, bigutilsr, neuroim2.


See at CRAN