Multinomial Logistic Regression with Fuzzy Parameters - Softcover

Abdalla, Hesham A.; El-Sayed, Amany A.; Hamed, Ramadan

 
9783659832550: Multinomial Logistic Regression with Fuzzy Parameters
Softcover
ISBN 10: 3659832553 ISBN 13: 9783659832550
Verlag: LAP LAMBERT Academic Publishing, 2016

Inhaltsangabe

Two new developed multinomial logistic regression approach is proposed by incorporating the concepts of fuzzy sets. The first is formulated using a goal programming approach, while the second is formulated as a multi objective programming model. These two models are based on the assumption that the parameters are fuzzy. A simulation study is used to evaluate the suggested models comparing to the classical approach. Data are generated from different multinomial logistic models The design of the simulation study considers 40 different combinations of three factors. For each combination, a comparison between the performance of the proposed approach and ML approach is presented.

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Über die Autorin bzw. den Autor

Dr Hesham A. Abdalla is Assistant Professor, Department of Statistics and Insurance, Assiut University,Assiut, Egypt. He has a Ph.D. in Operation Research-Cairo university.Dr Amany A. El-Sayed is Assistant Prof. of StatisticsFaculty of Commerce,Sohag University.Prof Ramadan Hamed is a professor of Statistics, Cairo University.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2016
Sprache
Englisch
ISBN 10 
3659832553
ISBN 13 
9783659832550
Einband
Taschenbuch
Anzahl der Seiten
124
Kontakt zum Hersteller
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