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Identifying Sub-centres Using Contiguity Matrices

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  • Daniel P. McMillen

    (Department of Economics, University of Illinois at Chicago, 601 S. Morgan Street, Chicago, IL 60607, USA, mcmillen@uic.edu)

Abstract

This paper presents a simple algorithm for identifying sub-centres using standard properties of contiguity matrices to simplify the identification procedure. Sub-centres are identified for Atlanta, Baltimore-Washington, Boston, New York and Philadelphia. A sub-centre is defined to be a set of contiguous tracts that each have significantly positive residuals in a first-stage non-parametric regression and that together have at least 10 000 employees. The algorithm is also applicable when potential sub-centre sites are identified by other methods, such as minimum employment density cut-offs.

Suggested Citation

  • Daniel P. McMillen, 2003. "Identifying Sub-centres Using Contiguity Matrices," Urban Studies, Urban Studies Journal Limited, vol. 40(1), pages 57-69, January.
    • Handle: RePEc:sae:urbstu:v:40:y:2003:i:1:p:57-69
    DOI: 10.1080/00420980220080161
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    References listed on IDEAS

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    1. Alex Anas & Richard Arnott & Kenneth A. Small, 1998. "Urban Spatial Structure," Journal of Economic Literature, American Economic Association, vol. 36(3), pages 1426-1464, September.
    2. Griffith, Daniel A., 1981. "Modelling urban population density in a multi-centered city," Journal of Urban Economics, Elsevier, vol. 9(3), pages 298-310, May.
    3. Giuliano, Genevieve & Small, Kenneth A., 1991. "Subcenters in the Los Angeles Region," University of California Transportation Center, Working Papers qt6ts0t95w, University of California Transportation Center.
    4. McMillen, Daniel P. & McDonald, John F., 1998. "Suburban Subcenters and Employment Density in Metropolitan Chicago," Journal of Urban Economics, Elsevier, vol. 43(2), pages 157-180, March.
    5. Small, Kenneth A. & Song, Shunfeng, 1994. "Population and Employment Densities: Structure and Change," University of California Transportation Center, Working Papers qt6nk5v6b4, University of California Transportation Center.
    6. Giuliano, Genevieve & Small, Kenneth A., 1991. "Subcenters in the Los Angeles Region," University of California Transportation Center, Working Papers qt7xv976dj, University of California Transportation Center.
    7. Fu, Yuming & Somerville, C. Tsuriel, 2001. "Site Density Restrictions: Measurement and Empirical Analysis," Journal of Urban Economics, Elsevier, vol. 49(2), pages 404-423, March.
    8. Richard Meese & Nancy Wallace, 1991. "Nonparametric Estimation of Dynamic Hedonic Price Models and the Construction of Residential Housing Price Indices," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 19(3), pages 308-332, September.
    9. Andrey D. Pavlov, 2000. "Space-Varying Regression Coefficients: A Semi-parametric Approach Applied to Real Estate Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 28(2), pages 249-283.
    10. Craig, Steven G. & Ng, Pin T., 2001. "Using Quantile Smoothing Splines to Identify Employment Subcenters in a Multicentric Urban Area," Journal of Urban Economics, Elsevier, vol. 49(1), pages 100-120, January.
    11. Giuliano, Genevieve & Small, Kenneth A., 1991. "Subcenters in the Los Angeles region," Regional Science and Urban Economics, Elsevier, vol. 21(2), pages 163-182, July.
    12. Nathan B. Anderson & William T. Bogart, 2001. "The Structure of Sprawl: Identifying and Characterizing Employment Centers in Polycentric Metropolitan Areas," American Journal of Economics and Sociology, Wiley Blackwell, vol. 60(1), pages 147-169, January.
    13. Small Kenneth A. & Song Shunfeng, 1994. "Population and Employment Densities: Structure and Change," Journal of Urban Economics, Elsevier, vol. 36(3), pages 292-313, November.
    14. McMillen, Daniel P., 2001. "Nonparametric Employment Subcenter Identification," Journal of Urban Economics, Elsevier, vol. 50(3), pages 448-473, November.
    15. McDonald, John F., 1987. "The identification of urban employment subcenters," Journal of Urban Economics, Elsevier, vol. 21(2), pages 242-258, March.
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