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Essays on Discrete Choice Models.

Song, Wei.

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Essays on Discrete Choice Models.

Record Type:	Electronic resources : Monograph/item
Title/Author:	Essays on Discrete Choice Models./
Author:	Song, Wei.
Published:	Ann Arbor : ProQuest Dissertations & Theses, : 2017,
Description:	90 p.
Notes:	Source: Dissertation Abstracts International, Volume: 78-12(E), Section: A.
Contained By:	Dissertation Abstracts International78-12A(E).
Subject:	Economic theory. -
Online resource:	http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=10600325
ISBN:	9780355064544

Essays on Discrete Choice Models.
Song, Wei.

Essays on Discrete Choice Models. - Ann Arbor : ProQuest Dissertations & Theses, 2017 - 90 p.

Source: Dissertation Abstracts International, Volume: 78-12(E), Section: A.

Thesis (Ph.D.)--The University of Wisconsin - Madison, 2017.

This dissertation focuses on the identification and estimation of discrete choice models. In practice, if the error term is independent of the covariates and follows some known distribution, the discrete choice model is usually estimated using some parametric estimator, such as Probit and Logit. However, when the distribution of the error is unknown, misspecification would in general cause the estimators inconsistent even if the independence between the covariates and the error still holds. The two chapters relax the assumptions on the error distribution in the discrete choice models and propose semiparametric estimators.

ISBN: 9780355064544Subjects--Topical Terms:

1556984
Economic theory.

Essays on Discrete Choice Models.
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100 1 $a Song, Wei. $3 2111499
245 1 0 $a Essays on Discrete Choice Models.
260 1 $a Ann Arbor : $b ProQuest Dissertations & Theses, $c 2017
300 $a 90 p.
500 $a Source: Dissertation Abstracts International, Volume: 78-12(E), Section: A.
500 $a Adviser: Xiaoxia Shi.
502 $a Thesis (Ph.D.)--The University of Wisconsin - Madison, 2017.
520 $a This dissertation focuses on the identification and estimation of discrete choice models. In practice, if the error term is independent of the covariates and follows some known distribution, the discrete choice model is usually estimated using some parametric estimator, such as Probit and Logit. However, when the distribution of the error is unknown, misspecification would in general cause the estimators inconsistent even if the independence between the covariates and the error still holds. The two chapters relax the assumptions on the error distribution in the discrete choice models and propose semiparametric estimators.
590 $a School code: 0262.
650 4 $a Economic theory. $3 1556984
690 $a 0511
710 2 $a The University of Wisconsin - Madison. $b Economics. $3 2094978
773 0 $t Dissertation Abstracts International $g 78-12A(E).
790 $a 0262
791 $a Ph.D.
792 $a 2017
793 $a English
856 4 0 $u http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=10600325