A practical test for the choice of mixing distribution in a discrete choice model
Mogens Fosgerau () and
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Michel Bierlaire: Ecole Polytechnique Fédérale de Lausanne
Econometrics from University Library of Munich, Germany
The choice of a specific distribution for random parameters of a discrete choice model is a critical issue in transportation analysis. Indeed, various pieces of research have demonstrated that an inappropriate choice of the distribution may lead to serious biases in model forecast and in the estimated means of random parameters. In this paper we propose a practical test, based on seminonparametric techniques. The test is analyzed both on synthetic and real data, and is shown to be simple and powerful.
Keywords: Seminonparametric; discrete choice; mixed logit; value of time (search for similar items in EconPapers)
JEL-codes: C1 C2 C3 C4 C5 C8 (search for similar items in EconPapers)
New Economics Papers: this item is included in nep-dcm and nep-ecm
Note: Type of Document - pdf; pages: 23
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Persistent link: https://EconPapers.repec.org/RePEc:wpa:wuwpem:0512002
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