WILCOXON RANK BASED PRINCIPAL COMPONENT ANALYSIS

DOI10.17654/AS052060431zbMath1422.62209OpenAlexW2805639527MaRDI QIDQ5229430

Ali A. Rashed, Hend Auda, Mohamed A. Ismail

Publication date: 15 August 2019

Published in: Advances and Applications in Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.17654/as052060431

zbMATH Keywords

job quality indexL1-norm PCAnon-parametric PCAWilcoxon rank based norm

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Factor analysis and principal components; correspondence analysis (62H25) Density estimation (62G07)

Uses Software

• R
• wwcode
• pcaL1

Cites Work

• Unnamed Item
• A pure \(L_1\)-norm principal component analysis
• The consistency of nonlinear regression minimizing the \(L_ 1-\)norm
• Linear discriminant analysis and transvariation
• Robust analysis of linear models
• Smooth Nonparametric Allocation of Classification
• A nonparametric allocation scheme for classification based on transvariation probabilities
• Rank estimation of regression coefficients using iterated reweighted least squares
• Rank-Based Estimation and Associated Inferences for Linear Models With Cluster Correlated Errors
• Robust Statistics

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