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

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.