Simultaneous Clustering and (or) Dimensionality Reduction

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Documentation for package ‘drclust’ version 0.1

Help Pages

apseudoF pseudoF (pF or Calinski-Harabsz) index for choosing k in partitioning models
centree Ward-dendrogeam of centroids of partitioning models
cluster classification variable
CronbachAlpha Cronbach Alpha
disfa Disjoint Factor Analysis
dispca Disjoint Principal Components Analysis
doublekm Double k-means Clustering
dpcakm Clustering with Disjoint Principal Components Analysis
dpseudoF double pseudoF (Calinski-Harabsz) index
factkm Factorial k-means
heatm Heatmap of a partition in a reduced subspace
kaiserCrit Selecting the number of principal components to be extracted from a dataset
mrand Adjusted Rand Index
redkm k-means on a reduced subspace
silhouette Silhouette