Factor-guided estimation of large covariance matrix function with conditional functional sparsity

Dong Li, Xinghao Qiao, Zihan Wang

This paper addresses the fundamental task of estimating covariance matrix functions for high-dimensional functional data/functional time series. We consider two functional factor s…