kpodclustr1.1 package

Method for Clustering Partially Observed Data

assign_clustpp

Function for assigning clusters to rows in a matrix

findMissing

Function for finding indices of missing data in a matrix

initialImpute

Function for initial imputation for k-means

kmpp

k-means++

kpod

Function for performing k-POD

makeData

Make test data

Download source packageRead PDF manual

Software for k-means clustering of partially observed data from Chi, Chi, and Baraniuk (2016) <doi:10.1080/00031305.2015.1086685>.