Record number :
2526448
Title of article :
Probit and nested logit models based on fuzzy measure
Author/Authors :
Aggarwal, M. Information Systems Area - IIM Ahmedabad, India
Pages :
13
From page :
169
To page :
181
Abstract :
Inspired by the interactive discrete choice logit models [Aggarwal, 2019], this paper presents the advanced families of discrete choice models, such as nested logit, mixed logit, and probit models to consider the interaction among the attributes. Besides the DM’s attitudinal character is also taken into consideration in the computation of choice probabilities. The proposed choice models make use of Choquet integal and the recent attitudinal Choquet integral. The models are termed as Choquet nested logit (CNL), Choquet mixed multinomial logit (CMMNL), and Choquet multinomial probit (CMP). These are further extended to represent the DM’s attitudinal character, and termed as attitudinal CNL, attitudinal CMMNL, and attitudinal CMP.
Keywords :
Choice models , probabilistic , decision-making , attitudinal , attributes interaction
Journal title :
Iranian Journal of Fuzzy Systems (IJFS)
Serial Year :
2020
Link To Document :
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