Please use this identifier to cite or link to this item: https://doi.org/10.1287/opre.2017.1602
Title: Technical Note-On the Relation Between Several Discrete Choice Models
Authors: Feng, Guiyun
Li, Xiaobo 
Wang, Zizhuo
Keywords: Social Sciences
Science & Technology
Technology
Management
Operations Research & Management Science
Business & Economics
welfare function
random utility model
representative agent model
semiparametric choice model
UTILITIES
Issue Date: 1-Nov-2017
Publisher: INFORMS
Citation: Feng, Guiyun, Li, Xiaobo, Wang, Zizhuo (2017-11-01). Technical Note-On the Relation Between Several Discrete Choice Models. OPERATIONS RESEARCH 65 (6) : 1516-1525. ScholarBank@NUS Repository. https://doi.org/10.1287/opre.2017.1602
Abstract: In this paper, we study the relationship between several well known classes of discrete choice models, i.e., the random utility model (RUM), the representative agent model (RAM), and the semiparametric choice model (SCM). Using a welfare-based model as an intermediate, we show that the RAM and the SCM are equivalent. Furthermore, we show that both models as well as the welfare-based model strictly subsume the RUM when there are three or more alternatives, while the four are equivalent when there are only two alternatives. Thus, this paper presents a complete picture of the relationship between these choice models.
Source Title: OPERATIONS RESEARCH
URI: https://scholarbank.nus.edu.sg/handle/10635/242977
ISSN: 0030-364X
1526-5463
DOI: 10.1287/opre.2017.1602
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