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snipEM (version 1.0.1)

Snipping Methods for Robust Estimation and Clustering

Description

Snipping methods optimally removing scattered cells for robust estimation and cluster analysis.

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Version

Install

install.packages('snipEM')

Monthly Downloads

26

Version

1.0.1

License

GPL (>= 2)

Maintainer

Alessio Farcomeni

Last Published

March 29th, 2019

Functions in snipEM (1.0.1)

sclust

Snipping for robust model based clustering analysis with cellwise outliers
ldmvnorm

Multivariate Normal Log-Density for Complete and Incomplete Data
internals

Internal Functions
snipEM

Snipping for location and scatter estimation with cellwise outliers
stEM

Snipping and trimming for location and scatter estimation with casewise and cellwise outliers
skmeans

Snipped k-means clustering with cellwise outliers
sumlog

Log-sum from log data