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Title:

Intrarespondent Taste Heterogeneity in Instantaneous Panel Surveys

Accession Number:

01100447

Record Type:

Component

Availability:

Transportation Research Board Business Office

500 Fifth Street, NW
Washington, DC 20001 United States

Abstract:

The vast majority of discrete choice modeling (DCM) applications are now estimated on Stated Preference (SP) data, including but not limited to the field of transport research. In SP data, each respondent is faced with multiple choice situations, and recognizing this repeated choice nature of the data is a crucial modeling issue. With the increasing popularity of the Mixed Multinomial Logit (MMNL) model, most applications now rely exclusively on a random coefficients approach in dealing with the repeated choice nature of the data. Here in turn, the assumption is generally made that tastes vary across respondents, but not across observations for the same respondent. This paper will question this assumption and show that it is important to also allow for variation in tastes across replications for the same respondent.

Monograph Accession #:

01084478

Report/Paper Numbers:

08-0745

Language:

English

Corporate Authors:

Transportation Research Board

500 Fifth Street, NW
Washington, DC 20001 United States

Authors:

Hess, Stephane
Rose, John Matthew

Pagination:

23p

Publication Date:

2008

Conference:

Transportation Research Board 87th Annual Meeting

Location: Washington DC, United States
Date: 2008-1-13 to 2008-1-17
Sponsors: Transportation Research Board

Media Type:

DVD

Features:

Figures (4) ; References; Tables (3)

Uncontrolled Terms:

Discrete choice models

Subject Areas:

Highways; Planning and Forecasting; Public Transportation; I72: Traffic and Transport Planning

Source Data:

Transportation Research Board Annual Meeting 2008 Paper #08-0745

Files:

TRIS, TRB

Created Date:

Jan 29 2008 3:04PM