Convergence rate of principal component analysis with local-linear smoother for functional data under a unified weighing scheme
The unified weighing scheme for the local-linear smoother in analysing functional data can deal with data that are dense, sparse or of neither type.In this paper, we focus on the convergence rate of functional principal component analysis using this method.Almost sure asymptotic consistency and rates of convergence for the estimators of eigenvalues