Formulation of Fuzzy Random Regression Model

作者: Junzo Watada , Shuming Wang , Witold Pedrycz

DOI: 10.1007/978-3-642-11739-8_1

关键词:

摘要: In real-world regression analysis, statistical data may be linguistically imprecise or vague. Given the co-existence of stochastic and fuzzy uncertainty, real cannot characterized by using only formalism random variables.

参考文章(48)
Yian-Kui Liu, Baoding Liu, Fuzzy Random Variables: A Scalar Expected Value Operator Fuzzy Optimization and Decision Making. ,vol. 2, pp. 143- 160 ,(2003) , 10.1023/A:1023447217758
Berlin Wu, Hung T. Nguyen, Fundamentals of Statistics with Fuzzy Data ,(2006)
Mario Fedrizzi, Janusz Kacprzyk, Fuzzy regression analysis Omnitech Press , Physica-Verlag. ,(1992)
Fan-Yong Liu, RETRACTED: Pricing currency options based on fuzzy techniques European Journal of Operational Research. ,vol. 193, pp. 530- 540 ,(2009) , 10.1016/J.EJOR.2007.10.059
Rudolf Kruse, Klaus Dieter Meyer, Statistics with vague data ,(1987)
Junzo Watada, Witold Pedrycz, A Fuzzy Regression Approach to Acquisition of Linguistic Rules John Wiley & Sons, Ltd. pp. 719- 732 ,(2008) , 10.1002/9780470724163.CH32
Shinya Imai, Shuming Wang, Junzo Watada, Regression Model Based on Fuzzy Random Variables international conference on knowledge based and intelligent information and engineering systems. pp. 127- 135 ,(2008) , 10.1007/978-3-540-85567-5_17
Meng Chen, Gang Feng, Haibo Ma, Ge Chen, Delay-Dependent $\hbox{H}_{\infty }$ Filter Design for Discrete-Time Fuzzy Systems With Time-Varying Delays IEEE Transactions on Fuzzy Systems. ,vol. 17, pp. 604- 616 ,(2009) , 10.1109/TFUZZ.2008.924349
Nguyen Van Hop, Fuzzy stochastic goal programming problems European Journal of Operational Research. ,vol. 176, pp. 77- 86 ,(2007) , 10.1016/J.EJOR.2005.09.023
Seung Hoe Choi, James J. Buckley, Fuzzy regression using least absolute deviation estimators soft computing. ,vol. 12, pp. 257- 263 ,(2007) , 10.1007/S00500-007-0198-3