A Theory of Nonparametric Covariance Function Estimation for Discretely Observed Data

Yoshikazu Terada, Atsutomo Yara

We study nonparametric covariance function estimation for functional data observed with noise at discrete locations on a $d$-dimensional domain. Estimating the covariance function…