DocumentCode :
3286865
Title :
The hypothesis test about structure variations in the fuzzy regression models
Author :
Kischenko, O.N.
Volume :
01
fYear :
2008
fDate :
23-25 Sept. 2008
Firstpage :
197
Lastpage :
198
Abstract :
Summary form only given. In this paper we consider using of hypothesis about structure variations in the fuzzy regression models. In the paper consider that the F-test distribution are influence not only of error of observations distribution, but also of method of estimation model parameters, namely, consider least squares method and robust method for estimated of model parameters. In this paper consider the weighted F-test. This criterion is robust.
Keywords :
fuzzy set theory; least squares approximations; regression analysis; F-test distribution; fuzzy regression models; hypothesis test; least squares method; structure variations; Analysis of variance; Computer simulation; Fuzzy systems; Logistics; Parameter estimation; Power system modeling; Robustness; Statistical analysis; Statistical distributions; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronic Instrument Engineering, 2008. APEIE 2008. 9th International Conference on Actual Problems of
Conference_Location :
Novosibirsk
Print_ISBN :
978-1-4244-2825-0
Type :
conf
DOI :
10.1109/APEIE.2008.4897174
Filename :
4897174
Link To Document :
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