Canonical correlation analysis in high dimensions with structured regularization

DOI10.1177/1471082x211041033MaRDI QIDQ6669924

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Publication date: 22 January 2025

Published in: Statistical Modelling (Search for Journal in Brave)

zbMATH Keywords

regularizationcanonical correlation analysishigh dimensionsstructured datagroup penalty

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Title not available (Why is that?)
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• Extensions of Sparse Canonical Correlation Analysis with Applications to Genomic Data
• Sparse canonical correlation analysis
• Canonical ridge and econometrics of joint production
• Sparse CCA using a lasso with positivity constraints
• Quantifying the Association between Gene Expressions and DNA-Markers by Penalized Canonical Correlation Analysis
• Sparse Canonical Correlation Analysis with Application to Genomic Data Integration
• Canonical Correlation Analysis: An Overview with Application to Learning Methods
• Development and validation of brief measures of positive and negative affect: The PANAS scales.
• Applied Multivariate Statistical Analysis
• RELATIONS BETWEEN TWO SETS OF VARIATES

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