Applications of outlier and change detection for longitudinal data

The primary objective of this thesis is to study change detection problems and their applications in longitudinal and functional data. In particularly, two types of change detection problems for longitudinal data are considered. The first type of problems is on-line change detection for longitudinal...

Full description

Bibliographic Details
Main Author: Hou, Yuxing
Other Authors: Chen, Yong
Format: Others
Language:English
Published: University of Iowa 2017
Subjects:
Online Access:https://ir.uiowa.edu/etd/5504
https://ir.uiowa.edu/cgi/viewcontent.cgi?article=6984&context=etd