A LARS-based method of the construction of a fuzzy regression model for the selection of significant features

DOI10.1007/s10559-016-9867-5zbMath1348.62260OpenAlexW2479568876MaRDI QIDQ333588

O. P. Turuta, Alina S. Nechyporenko, A. L. Yerokhin, A. S. Babii

Publication date: 31 October 2016

Published in: Cybernetics and Systems Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10559-016-9867-5

zbMATH Keywords

linear programmingmulticollinearityfuzzy regression analysisLARS methodrhinomanometryselection of significant factors

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Fuzziness, and linear inference and regression (62J86)

Cites Work

• Fuzzy least squares
• Fuzzy versus statistical linear regression
• Least angle regression. (With discussion)
• Linear Regression Analysis with Fuzzy Model

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