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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 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 Title: Monograph Accession #: 01084478
Report/Paper Numbers: 08-1298
Language: English
Corporate Authors: Transportation Research Board 500 Fifth Street, NW Authors: Habib, Muhammad AhsanulMiller, Eric JPagination: 20p
Publication Date: 2008
Conference:
Transportation Research Board 87th Annual Meeting
Location:
Washington DC, United States Media Type: DVD
Features: Figures
(1)
; References
(33)
; Tables
(2)
TRT Terms: Geographic Terms: 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
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