Numerical Analysis of Effect of Sampling of Alternatives in Discrete Choice Models-Reference-Cited by-同舟云学术

Numerical Analysis of Effect of Sampling of Alternatives in Discrete Choice Models

Published:2004-01 Issue:1 Volume:1894 Page:11-19
ISSN:0361-1981
Container-title:Transportation Research Record: Journal of the Transportation Research Board
language:en
Short-container-title:Transportation Research Record

Author:

Nerella Sriharsha¹,Bhat Chandra R.¹

Affiliation:

1. Department of Civil Engineering, University of Texas at Austin, 1 University Station C1761, Austin, TX, 78712-0278

Abstract

A multitude of alternatives characterize the choice set in many activity and travel choice contexts. Analysts generally sample alternatives from the choice set in such situations because estimating models from the full choice set can be very expensive or even prohibitive. Numerical experiments were undertaken to examine the effect of the sample size of alternatives on model performance for both a multinomial logit model (for which consistency with a subset of alternatives is guaranteed) and a mixed multinomial logit model (for which no consistency result holds).

Publisher

SAGE Publications

Subject

Mechanical Engineering,Civil and Structural Engineering

Link

http://journals.sagepub.com/doi/pdf/10.3141/1894-02

Reference13 articles.

1. Choice set generation within the generalized extreme value family of discrete choice models

2. Representing the differences between female and male commute behavior in residential location choice models

3. Integration of an Activity-based Model System and a Residential Location Model

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