Does PCA Work for Rough Functional Data?

Tim Kutta, Nina Dörnemann, Piotr Kokoszka

Functional data analysis is concerned with the analysis of infinite-dimensional data functions. Functional principal component analysis (FPCA) is a key method to obtain finite-dime…