Lingsong Zhang

Functional singular value decomposition and multi-resolution anomaly detection

2019 · Carolina Digital Repository (University of North Carolina at Chapel Hill)

This dissertation has two major parts. The first part discusses the connections and differences between the statistical tool of Principal Component Analysis (PCA) and the related numerical method of Singular Value Decomposition (SVD), and related …