Distance Metrics for High-Dimensional Clustering

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Documentation for package ‘distanceHD’ version 1.4

• DESCRIPTION file

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distanceHD-package	Distance Metrics for High-Dimensional Clustering
distanceHD	Distance Metrics for High-Dimensional Clustering
dist_cen	Centroid distance between two groups
dist_centroid	Centroid distance between two groups
dist_ma	ridge Mahalanobis distance between two groups
dist_mah	ridge Mahalanobis distance between two groups
dist_md	Maximal data piling (MDP) distance between two groups
dist_mdp	Maximal data piling (MDP) distance between two groups
HDout	Outlier detection in high-dimensional data
leukemia	Gene expression data from Golub et al. (1999)
simdata	Simulated high-dimensional data for outlier detection