Adaptive Functional Thresholding for Sparse Covariance Function Estimation in High Dimensions

Qin Fang, Shaojun Guo, Xinghao Qiao

Covariance function estimation is a fundamental task in multivariate functional data analysis and arises in many applications. In this paper, we consider estimating sparse covarian…