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kpodclustr (version 1.0)

Method for Clustering Partially Observed Data

Description

The kpodclustr package implements the k-POD method for clustering partially observed data.

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Version

Install

install.packages('kpodclustr')

Monthly Downloads

174

Version

1.0

License

MIT + file LICENSE

Maintainer

Jocelyn Chi

Last Published

November 26th, 2014

Functions in kpodclustr (1.0)

kpod

Function for performing k-POD
assign_clustpp

Function for assigning clusters to rows in a matrix
findMissing

Function for finding indices of missing data in a matrix
makeData

Make test data
kmpp

k-means++
initialImpute

Function for initial imputation for k-means