Recent Progress on Endogeneity in Choice Modeling

By Jordan J. Louviere, Kenneth Train, Moshe E. Ben-Akiva, Chandra R. Bhat, David Brownstone, T. Cameron, Richard T. Carson, J. Deshazo, Denzil G. Fiebig, William H. Greene and 2 more. 2005

135 citations recorded by the source corpus.

Subfields: Economics and Econometrics, General Decision Sciences, Marketing

View Paper: https://www.semanticscholar.org/paper/94046c8bc56bda874dfc636f0a3989d4eec37d81

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Citations in the corpus

Discrete choice models with capacity constraints: an empirical analysis of the housing market of the greater Paris region (2007, background): “It is therefore necessary to address this source of endogeneity bias in the estimation process (see the seminal article by [4] in the automobile market context; [6] or [8] in the location choice context; or [10] for a recent survey on endogeneity problems in DCM.”
Latent lifestyle preferences and household location decisions (2007, background): “The issues of measurement error and endogeneity in regression are covered in many econometric textbooks (see, for example, Greene 2003), and issues of endogeneity and measurement error in discrete choice analysis are becoming more prominent in the literature (see, for example, Louviere et al. 2005,”
A Comprehensive Analysis of Built Environment Characteristics on Household Residential Choice and Auto Ownership Levels (2007, background): “There are control function and related approaches today to deal with the case of endogenous “explanatory” variables in the context of discrete choice and other non-linear models (see Berry et al., 1995; Lewbel, 2004; Louviere et al., 2005), but these methods need rather tedious computations to recog”
Social Norms, Morals and Self-interest as Determinants of Pro-environment Behaviours: The Case of Household Recycling (2014, result): “…that it is likely that the indicators may then be endogenous, i.e. the errors in the measurement equations of respondents’ attitudes could be correlated with errors in the discrete choice models (Louviere et al. 2005; Bahamonde-Birke and Ortúzar 2012) leading to inconsistent parameter estimators.”
Examining the impacts of residential self-selection on travel behavior: A focus on methodologies (2008, background): “In the special case of one instrument (z) and one regressor (BE), Nelson and Startz (1990) indicate that {sample R(2) 2 is problematic, and Shea (1997) provides a partial-R(2)-based test for the case of multiple instruments and multiple ors. Bound et al. (1995, p. 446) indicate that an F-statistic n”