From sparse to dense functional data in high dimensions: Revisiting phase transitions from a non-asymptotic perspective

Shaojun Guo, Dong Li, Xinghao Qiao +1

Nonparametric estimation of the mean and covariance functions is ubiquitous in functional data analysis and local linear smoothing techniques are most frequently used. Zhang and Wa…