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Simple and interpretable discrimination

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Publication:961222
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DOI10.1016/j.csda.2008.11.018zbMath1452.62423OpenAlexW2138290948MaRDI QIDQ961222

Nickolay T. Trendafilov, Karen Vines

Publication date: 30 March 2010

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2008.11.018



Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Factor analysis and principal components; correspondence analysis (62H25) Classification and discrimination; cluster analysis (statistical aspects) (62H30)


Related Items (2)

Recipes for sparse LDA of horizontal data ⋮ Classification of biomedical signals for differential diagnosis of Raynaud's phenomenon



Cites Work

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  • Unnamed Item
  • Projected gradient approach to the numerical solution of the SCoTLASS
  • DALASS: variable selection in discriminant analysis via the LASSO
  • Improving implementation of linear discriminant analysis for the high dimension/small sample size problem
  • Principal component analysis.
  • Class visualization of high-dimensional data with applications.
  • Simple Component Analysis
  • Interpretable dimension reduction
  • Simple Principal Components


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