A Proportional Random Utility Approach to Qualitative Response Models

A new functional form of the response probability for a qualitative response model is proposed. The new model is flexible enough to avoid the constraint of independence from irrelevant alternatives, which is perceived as a weakness of the multinomial logit model in some applications. It is computati...

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Bibliographic Details
Main Author: TSE, Yiu Kuen
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 1989
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Online Access:https://ink.library.smu.edu.sg/soe_research/350
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Institution: Singapore Management University
Language: English
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Summary:A new functional form of the response probability for a qualitative response model is proposed. The new model is flexible enough to avoid the constraint of independence from irrelevant alternatives, which is perceived as a weakness of the multinomial logit model in some applications. It is computationally simpler than the multinomial probit model and is promising for analyzing problems with a moderate number of alternatives.