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Title:

Microsimulating Residential Mobility and Spatial Search Behavior: Estimation of Continuous-Time Hazard and Discrete-Time Panel Logit Models for Residential Mobility

Accession Number:

01091773

Record Type:

Component

Availability:

Transportation Research Board Business Office

500 Fifth Street, NW
Washington, DC 20001 United States

Abstract:

This paper attempts to conceptualize the residential mobility and spatial search process to be implemented within a microsimulation-based integrated modeling system and presents empirical results of econometric models of mobility applying both discrete choice and hazard-based duration modeling techniques using Greater Toronto Area (GTA) retrospective survey data. It tests and compares fixed effects, random intercept and random parameter discrete-time panel logit models and parametric frailty models that account for unobserved heterogeneity. While the random parameter model (RP) performs better in identifying residential stressors that lead to mobility, the log-logistic Gaussian shared frailty model shows promising results in explaining termination of passive-state duration. The study reveals that most stressors that relate to life cycle events such as job change, birth of a child, increase/decrease in number of jobs etc. are significant in the RP Model. On the other hand, dwelling and neighborhood characteristics are dominant in the continuous-time shared frailty model.

Monograph Accession #:

01084478

Report/Paper Numbers:

08-1298

Language:

English

Corporate Authors:

Transportation Research Board

500 Fifth Street, NW
Washington, DC 20001 United States

Authors:

Habib, Muhammad Ahsanul
Miller, Eric J

Pagination:

20p

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 (1) ; References (33) ; Tables (2)

Subject Areas:

Economics; Highways; Planning and Forecasting; Policy; Society; I10: Economics and Administration; I72: Traffic and Transport Planning

Source Data:

Transportation Research Board Annual Meeting 2008 Paper #08-1298

Files:

TRIS, TRB

Created Date:

Jan 29 2008 3:39PM