Title	On Nonparametric Profile Monitoring
Creator	Qiu, Peihua
Publisher	Banff International Research Station for Mathematical Innovation and Discovery
Date Issued	2014-02-11
Description	Quality of a process is often characterized by the functional relationship between a response and one or more predictors. Profile monitoring is for checking the stability of this relationship over time. In the literature, most existing control charts are for monitoring parametric profiles, and they assume that within-profile observations are independent of each other, which is often invalid. This talk presents some of our recent research on nonparametric profile monitoring when within-profile data are correlated. We will also briefly describe the problems of online image monitoring and dynamic disease screening that are closely related to profile monitoring.
Extent	40 minutes
Subject	Mathematics; Statistics; Biology and other natural sciences; Applied statistics
Type	Moving Image
File Format	video/mp4
Language	eng
Notes	Author affiliation: University of Florida
Series	BIRS Workshop Lecture Videos (Banff, Alta)
Date Available	2014-08-07
Provider	Vancouver : University of British Columbia Library
Rights	Attribution-NonCommercial-NoDerivs 2.5 Canada
DOI	10.14288/1.0043882
URI	http://hdl.handle.net/2429/49835
Affiliation	Non UBC
Peer Review Status	Unreviewed
Scholarly Level	Faculty
Rights URI	http://creativecommons.org/licenses/by-nc-nd/2.5/ca/
Aggregated Source Repository	DSpace

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