Cross-validation methods in principal component analysis: a comparison

DOI10.1007/BF02511446zbMath1145.62344MaRDI QIDQ1766956

Giancarlo Diana, Chiara Tommasi

Publication date: 3 March 2005

Published in: Statistical Methods and Applications (Search for Journal in Brave)

zbMATH Keywords

cross-validation methods

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25)

Related Items (3)

Nuclear power plant sensor fault detection using singular value decomposition-based method ⋮ A memory-based method to select the number of relevant components in principal component analysis ⋮ Detecting the Guttman effect with the help of ordinal correspondence analysis in synchrotron X-ray diffraction data analysis

Uses Software

• AS 127

Cites Work

• Pattern recognition by means of disjoint principal components models
• Algorithm AS 127: Generation of Random Orthogonal Matrices
• Cross-Validatory Estimation of the Number of Components in Factor and Principal Components Models
• Unnamed Item
• Unnamed Item

This page was built for publication: Cross-validation methods in principal component analysis: a comparison