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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 |
Appears in Collections: | Staff Publications Elements |
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