Alternative Penalty Functions for Penalized Likelihood Principal Components

DOI10.1080/02664760701239859OpenAlexW2026392553MaRDI QIDQ5123301

Trevor Park

Publication date: 28 September 2020

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664760701239859

zbMATH Keywords

interpretationvarimaxLasso penaltymultivariate exploratory analysisprincipal component rotation

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• fda (R)

Cites Work

• Unnamed Item
• Time series: theory and methods.
• Functional data analysis
• Applied functional data analysis. Methods and case studies
• Principal component analysis.
• Orthogonal principal planes
• Interpretable dimension reduction
• Simple Principal Components
• Regularization and Variable Selection Via the Elastic Net

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