PolyU IR

PolyU Institutional Repository >
Electronic and Information Engineering >
EIE Journal/Magazine Articles >

Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/5266

Title: Degeneracy of time series models: the best model is not always the correct model
Authors: Judd, Kevin
Nakamura, Tomomichi
Subjects: Times series
Nonlinear dynamical systems
Issue Date: Sep-2006
Publisher: American Institute of Physics
Citation: Chaos: an interdisciplinary journal of nonlinear science, Sept. 2006, v. 16, no. 3, 033105, p. 1-3.
Abstract: There are a number of good techniques for finding, in some sense, the best model of a deterministic system given a time series of observations. We examine a problem called model degeneracy, which has the consequence that even when a perfect model of a system exists, one does not find it using the best techniques currently available. The problem is illustrated using global polynomial models and the theory of Gröbner bases.
Description: DOI: 10.1063/1.2213957
Rights: © 2006 American Institute of Physics. This article may be downloaded for personal use only. Any other use requires prior permission of the author and the American Institute of Physics. The following article appeared in K. Judd & T. Nakamura, Chaos: an interdisciplinary journal of nonlinear science 16, 033105 (2006) and may be found at http://link.aip.org/link/?cha/16/033105
Type: Journal/Magazine Article
URI: http://hdl.handle.net/10397/5266
ISSN: 1054-1500 (print)
1089-7682 (online)
Appears in Collections:EIE Journal/Magazine Articles

Files in This Item:

File Description SizeFormat
Judd_Degeneracy_Time_Models.pdf680.9 kBAdobe PDFView/Open

Facebook Facebook del.icio.us del.icio.us LinkedIn LinkedIn

All items in the PolyU Institutional Repository are protected by copyright, with all rights reserved, unless otherwise indicated.
No item in the PolyU IR may be reproduced for commercial or resale purposes.


© Pao Yue-kong Library, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong
Powered by DSpace (Version 1.5.2)  © MIT and HP
Feedback | Privacy Policy Statement | Copyright & Restrictions - Feedback