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kpodclustr (version 1.1)

Method for Clustering Partially Observed Data

Description

Software for k-means clustering of partially observed data from Chi, Chi, and Baraniuk (2016) .

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Install

install.packages('kpodclustr')

Monthly Downloads

183

Version

1.1

License

MIT + file LICENSE

Maintainer

Last Published

June 24th, 2020

Functions in kpodclustr (1.1)

makeData

Make test data
kpod

Function for performing k-POD
findMissing

Function for finding indices of missing data in a matrix
kmpp

k-means++
initialImpute

Function for initial imputation for k-means
assign_clustpp

Function for assigning clusters to rows in a matrix