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On Nonparametric Profile Monitoring Qiu, Peihua 2014-02-11
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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 |
FileFormat | 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/ |
AggregatedSourceRepository | DSpace |
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https://iiif.library.ubc.ca/presentation/dsp.48630.1-0043882/manifest