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restlos (version 0.2-2)

Robust Estimation of Location and Scatter

Description

The restlos package provides algorithms for robust estimation of location (mean and mode) and scatter based on minimum spanning trees (pMST), self-organizing maps (Flood Algorithm), Delaunay triangulations (RDELA), and nested minimum volume convex sets (MVCH). The functions are also suitable for outlier detection.

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Version

Install

install.packages('restlos')

Monthly Downloads

47

Version

0.2-2

License

GPL (>= 2)

Maintainer

Steffen Liebscher

Last Published

August 11th, 2015

Functions in restlos (0.2-2)

flood

The Flood Algorithm
pMST

The pMST Algorithm
restlos-internal

Internal restlos objects
rdela

The RDELA Algorithm
plot.flood

Plot function for objects of class flood
MVCH

The MVCH Algorithm
halle

Halle data set
plot.pMST

Plot function for objects of class pMST
plot.rdela

Plot function for objects of class rdela
restlos-package

Robust Estimation of Location and Scatter