JSM 2011 Online Program

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Abstract Details

Activity Number: 286
Type: Topic Contributed
Date/Time: Tuesday, August 2, 2011 : 8:30 AM to 10:20 AM
Sponsor: Business and Economic Statistics Section
Abstract - #300646
Title: A Space-Time Varying Coefficient Model: The Equity of Service Accessibility
Author(s): Nicoleta Serban*+
Companies: Georgia Institute of Technology
Address: 765 Ferst Dr, Atlanta, GA, 30331,
Keywords: service accessibility ; spatial-temporal modeling ; varying coefficient model ; service distribution equity
Abstract:

Research in examining the equity of service accessibility has emerged as economic and social equity advocates recognized that where people live influences their opportunities for economic development, access to quality healthcare, and political participation. In this research, service accessibility equity is concerned with where and when services have been and are accessed by different groups of people, identified by location or underlying socioeconomic variables. Exploring distance-based accessibility measures and using new statistical methods for modeling spatial-temporal data, this paper estimates demographic association patterns to financial service accessibility varying over a large geographic area (Georgia) and over a period of 13 years. The underlying model is a space-time varying coefficient model including both separable space and time varying coefficients and space-time interaction terms.


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