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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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Version
Version
1.1
1.0
Install
install.packages('kpodclustr')
Monthly Downloads
141
Version
1.1
License
MIT + file LICENSE
Maintainer
Jocelyn T. Chi
Last Published
June 24th, 2020
Functions in kpodclustr (1.1)
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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