Interpoint distances: applications, properties, and visualization

Cites Work

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On some transformations of high dimension, low sample size data for nearest neighbor classification
Shape classification based on interpoint distance distributions
Multivariate Poisson interpoint distances
Energy statistics: a class of statistics based on distances
A nonparametric two-sample test applicable to high dimensional data
Nonparametric multivariate rank tests and their unbiasedness
Multivariate generalizations of the Wald-Wolfowitz and Smirnov two-sample tests
Multivariate dispersion orderings
On a new multivariate two-sample test.
On the multivariate runs test
Reducing multidimensional two-sample data to one-dimensional interpoint comparisons
New foundation of Euclidean geometry.
Graph-based change-point detection
Hotspot detection with bivariate data
On the interpoint distances of Bernoulli vectors
Negative multinomial distribution
Test-based classification: A linkage between classification and statistical testing
Shape distributions
Measurements of separation among probability densities or random variables
Permutation tests for equality of distributions in high-dimensional settings
Asymptotic normality of interpoint distances for high-dimensional data with applications to the two-sample problem
Error Detecting and Error Correcting Codes
Interpoint distance tests for high-dimensional comparison studies
Geometric Representation of High Dimension, Low Sample Size Data
Unified multivariate hypergeometric interpoint distances
A Class of Random Variables with Discrete Distributions
Interpoint Distance Test of Homogeneity for Multivariate Mixture Models
Interpoint Distance Classification of High Dimensional Discrete Observations