Functional logistic regression with fused lasso penalty

DOI10.1080/00949655.2018.1491975OpenAlexW2809701180WikidataQ129586384 ScholiaQ129586384MaRDI QIDQ4960735

Hyojoong Kim, Hee-Young Kim

Publication date: 23 April 2020

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00949655.2018.1491975

zbMATH Keywords

fused Lassofunctional data classificationfunctional logistic regression

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (2)

A robust scalar-on-function logistic regression for classification ⋮ Smoothly adaptively centered ridge estimator

Uses Software

• fda (R)
• CVX
• fda.usc
• PMTK

Cites Work

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• Principal component estimation of functional logistic regression: discussion of two different approaches
• OUP accepted manuscript
• Achieving near Perfect Classification for Functional Data

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