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Multinomial Logistic Regression with Fuzzy Parameters

Language EnglishEnglish
Book Paperback
Book Multinomial Logistic Regression with Fuzzy Parameters Hesham A. Abdalla
Libristo code: 02943017
Publishers LAP Lambert Academic Publishing, February 2016
Two new developed multinomial logistic regression approach is proposed by incorporating the concepts... Full description
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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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About the book

Full name Multinomial Logistic Regression with Fuzzy Parameters
Author Hesham A. Abdalla, Amany A. El-Sayed, Ramadan Hamed
Language English
Binding Book - Paperback
Date of issue 2016
Number of pages 124
EAN 9783659832550
Libristo code 02943017
Publishers LAP Lambert Academic Publishing
Weight 203
Dimensions 150 x 220 x 7

Categories

Mathematics & Science > Mathematics > Probability & statistics
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