The principal component analysis of continuous sample curves with higher-order B-spline functions


Caglar H., Caglar N.

JOURNAL OF COMPUTATIONAL ANALYSIS AND APPLICATIONS, vol.8, no.3, pp.263-273, 2006 (SCI-Expanded) identifier identifier

  • Publication Type: Article / Article
  • Volume: 8 Issue: 3
  • Publication Date: 2006
  • Journal Name: JOURNAL OF COMPUTATIONAL ANALYSIS AND APPLICATIONS
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Page Numbers: pp.263-273
  • Istanbul Kültür University Affiliated: No

Abstract

This article concerns the Principal Component Analysis (PCA) of a vector process with higher-order B-spline functions. The approximated PCA of this well-known process is compared with the classical PCA of the different wavelengths simulated data.