Jian Qing Shi

Analyzing functional data with a mixture of covariance structures using a curve-based sampling scheme

Abstract Motivated by distinct walking patterns in real-world free-living gait data, this paper proposes an innovative curve-based sampling scheme for the analysis of functional data characterized by a mixture of covariance structures. Traditional approaches often fail to adequat...