Analysis of distance matrices

DOI10.1016/j.spl.2022.109720zbMath1499.62183OpenAlexW4306954828MaRDI QIDQ2105395

Reza Modarres

Publication date: 8 December 2022

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.spl.2022.109720

zbMATH Keywords

outlierdissimilarityinterpoint distancechange pointHDLSS

Mathematics Subject Classification ID

Asymptotic distribution theory in statistics (62E20) Hypothesis testing in multivariate analysis (62H15) Probabilistic graphical models (62H22)

Cites Work

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• Nonparametric multivariate rank tests and their unbiasedness
• Reducing multidimensional two-sample data to one-dimensional interpoint comparisons
• Parametric Statistical Change Point Analysis
• Measurements of separation among probability densities or random variables
• Asymptotic normality of interpoint distances for high-dimensional data with applications to the two-sample problem
• Nonparametric tests for detection of high dimensional outliers
• Interpoint distance tests for high-dimensional comparison studies
• Geometric Representation of High Dimension, Low Sample Size Data
• Some distance properties of latent root and vector methods used in multivariate analysis
• Interpoint Distance Classification of High Dimensional Discrete Observations

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