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On The Population Density Distribution Across Space: A Probabilistic Approach

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  • Ilenia Epifani
  • Rosella Nicolini

Abstract

type="main"> Working within a Bayesian parametric framework, we develop a novel approach to studying the distribution of regional population density across space. By exploiting the Gamma distribution, we are able to introduce heterogeneity across space without incurring an a priori definition of territorial units. Our contribution also permits the inclusion of an approximation of individual preferences as a further driving force in location choices. We perform an empirical application to the case of Massachusetts. Our results demonstrate that a subjective measure of distance performs well in replicating the population distribution across Massachusetts.

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  • Ilenia Epifani & Rosella Nicolini, 2013. "On The Population Density Distribution Across Space: A Probabilistic Approach," Journal of Regional Science, Wiley Blackwell, vol. 53(3), pages 481-510, August.
    • Handle: RePEc:bla:jregsc:v:53:y:2013:i:3:p:481-510
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    1. Helsley, Robert W. & Zenou, Yves, 2014. "Social networks and interactions in cities," Journal of Economic Theory, Elsevier, vol. 150(C), pages 426-466.
    2. 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.
    3. Daniel P. McMillen, 2004. "Employment Densities, Spatial Autocorrelation, and Subcenters in Large Metropolitan Areas," Journal of Regional Science, Wiley Blackwell, vol. 44(2), pages 225-244, May.
    4. Milgrom, Paul R & Weber, Robert J, 1982. "A Theory of Auctions and Competitive Bidding," Econometrica, Econometric Society, vol. 50(5), pages 1089-1122, September.
    5. Shunfeng Song, 1996. "Some Tests of Alternative Accessibility Measures: A Population Density Approach," Land Economics, University of Wisconsin Press, vol. 72(4), pages 474-482.
    6. Antoni Calvó-Armengol & Eleonora Patacchini & Yves Zenou, 2009. "Peer Effects and Social Networks in Education," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(4), pages 1239-1267.
    7. John B. Parr, 1985. "A Population-Density Approach to Regional Spatial Structure," Urban Studies, Urban Studies Journal Limited, vol. 22(4), pages 289-303, August.
    8. John B. Parr, 2007. "Spatial Definitions of the City: Four Perspectives," Urban Studies, Urban Studies Journal Limited, vol. 44(2), pages 381-392, February.
    9. Edwin S. Mills & Jee Peng Tan, 1980. "A Comparison of Urban Population Density Functions in Developed and Developing Countries," Urban Studies, Urban Studies Journal Limited, vol. 17(3), pages 313-321, October.
    10. Dana, Rose-Anne & Scarsini, Marco, 2007. "Optimal risk sharing with background risk," Journal of Economic Theory, Elsevier, vol. 133(1), pages 152-176, March.
    11. Jordan Rappaport, 2009. "The increasing importance of quality of life -super-†," Journal of Economic Geography, Oxford University Press, vol. 9(6), pages 779-804, November.
    12. Robert W. Helsley & William C. Strange, 2007. "Urban interactions and spatial structure," Journal of Economic Geography, Oxford University Press, vol. 7(2), pages 119-138, March.
    13. Stuart A. Gabriel & Stuart S. Rosenthal, 2004. "Quality of the Business Environment Versus Quality of Life: Do Firms and Households Like the Same Cities?," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 438-444, February.
    14. McDonald, John F., 1989. "Econometric studies of urban population density: A survey," Journal of Urban Economics, Elsevier, vol. 26(3), pages 361-385, November.
    15. McDonald, John F. & Bowman, H. Woods, 1976. "Some tests of alternative urban population density functions," Journal of Urban Economics, Elsevier, vol. 3(3), pages 242-252, July.
    16. Parr, John B. & O'Neill, Gerard J. & Nairn, Alasdair G. M., 1988. "Metropolitan density functions : A Further exploration," Regional Science and Urban Economics, Elsevier, vol. 18(4), pages 463-478, November.
    17. Frankena, Mark W., 1978. "A bias in estimating urban population density functions," Journal of Urban Economics, Elsevier, vol. 5(1), pages 35-45, January.
    18. Luc Anselin, 2010. "Thirty years of spatial econometrics," Papers in Regional Science, Wiley Blackwell, vol. 89(1), pages 3-25, March.
    19. Glaeser, Edward L., 2008. "Cities, Agglomeration, and Spatial Equilibrium," OUP Catalogue, Oxford University Press, number 9780199290444, Decembrie.
    20. Gershon Alperovich, 1982. "Density Gradients and the Identification of the Central Business District," Urban Studies, Urban Studies Journal Limited, vol. 19(3), pages 313-320, August.
    21. James P. Lesage, 1997. "Bayesian Estimation of Spatial Autoregressive Models," International Regional Science Review, , vol. 20(1-2), pages 113-129, April.
    22. McDonald, John F., 1987. "The identification of urban employment subcenters," Journal of Urban Economics, Elsevier, vol. 21(2), pages 242-258, March.
    23. Gavin A. Wood & John B. Parr, 2005. "Transaction Costs, Agglomeration Economies, and Industrial Location," Growth and Change, Wiley Blackwell, vol. 36(1), pages 1-15, February.
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