Functional PCA with Covariate Dependent Mean and Covariance Structure

Fei Ding, Shiyuan He, David E. Jones +1

Incorporating covariates into functional principal component analysis (PCA) can substantially improve the representation efficiency of the principal components and predictive perfo…