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On the density distribution across space: a probabilistic approach

Author

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  • Ilenia Epifani
  • Rosella Nicolini

Abstract

This paper aims at providing a Bayesian parametric framework to tackle the accessibility problem across space in urban theory. Adopting continuous variables in a probabilistic setting we are able to associate with the distribution density to the Kendall's tau index and replicate the general issues related to the role of proximity in a more general context. In addition, by referring to the Beta and Gamma distribution, we are able to introduce a differentiation feature in each spatial unit without incurring in any a-priori definition of territorial units.We are also providing an empirical application of our theoretical setting to study the density distribution of the population across Massachusetts.

Suggested Citation

  • Ilenia Epifani & Rosella Nicolini, 2009. "On the density distribution across space: a probabilistic approach," Working Papers 388, Barcelona Graduate School of Economics.
  • Handle: RePEc:bge:wpaper:388
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    1. Michael P. Keane, 2002. "Financial Aid, Borrowing Constraints, and College Attendance: Evidence from Structural Estimates," American Economic Review, American Economic Association, pages 293-297.
    2. Zilcha, Itzhak, 2003. "Intergenerational transfers, production and income distribution," Journal of Public Economics, Elsevier, pages 489-513.
    3. Katarina Nordblom & Henry Ohlsson, 2011. "Bequests, gifts, and education: links between intergenerational transfers," Empirical Economics, Springer, pages 343-358.
    4. Oded Galor & Omer Moav, 2004. "From Physical to Human Capital Accumulation: Inequality and the Process of Development," Review of Economic Studies, Oxford University Press, pages 1001-1026.
    5. Becker, Gary S & Tomes, Nigel, 1976. "Child Endowments and the Quantity and Quality of Children," Journal of Political Economy, University of Chicago Press, vol. 84(4), pages 143-162, August.
    6. Cecilia Rouse & Claudia Goldin, 2000. "Orchestrating Impartiality: The Impact of "Blind" Auditions on Female Musicians," American Economic Review, American Economic Association, pages 715-741.
    7. Galor, Oded & Tsiddon, Daniel, 1997. "The Distribution of Human Capital and Economic Growth," Journal of Economic Growth, Springer, vol. 2(1), pages 93-124, March.
    8. Oded Galor & Joseph Zeira, 1993. "Income Distribution and Macroeconomics," Review of Economic Studies, Oxford University Press, vol. 60(1), pages 35-52.
    9. Oded Galor & Omer Moav, 2006. "Das Human-Kapital: A Theory of the Demise of the Class Structure," Review of Economic Studies, Oxford University Press, vol. 73(1), pages 85-117.
    10. Barro, Robert J & Lee, Jong-Wha, 2001. "International Data on Educational Attainment: Updates and Implications," Oxford Economic Papers, Oxford University Press, pages 541-563.
    11. Cecilia Garcia-Penalosa & Eve Caroli & Philippe Aghion, 1999. "Inequality and Economic Growth: The Perspective of the New Growth Theories," Journal of Economic Literature, American Economic Association, pages 1615-1660.
    12. Gokhale, Jagadeesh & Kotlikoff, Laurence J. & Sefton, James & Weale, Martin, 2001. "Simulating the transmission of wealth inequality via bequests," Journal of Public Economics, Elsevier, pages 93-128.
    13. Owen, Ann L. & Weil, David N., 1998. "Intergenerational earnings mobility, inequality and growth," Journal of Monetary Economics, Elsevier, pages 71-104.
    14. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, Oxford University Press, vol. 113(4), pages 1169-1213.
    15. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, pages 7-72.
    16. repec:dau:papers:123456789/10091 is not listed on IDEAS
    17. Gary S. Becker & Nigel Tomes, 1994. "Human Capital and the Rise and Fall of Families," NBER Chapters,in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education (3rd Edition), pages 257-298 National Bureau of Economic Research, Inc.
    18. Susan Dynarski, 2002. "The Behavioral and Distributional Implications of Aid for College," American Economic Review, American Economic Association, pages 279-285.
    19. Eckstein, Zvi & Zilcha, Itzhak, 1994. "The effects of compulsory schooling on growth, income distribution and welfare," Journal of Public Economics, Elsevier, pages 339-359.
    20. Katarina Nordblom & Henry Ohlsson, 2011. "Bequests, gifts, and education: links between intergenerational transfers," Empirical Economics, Springer, pages 343-358.
    21. Jagadeesh Gokhale & Laurence J. Kotlikoff, 2002. "Simulating the Transmission of Wealth Inequality," American Economic Review, American Economic Association, pages 265-269.
    22. Bound, John & Johnson, George, 1992. "Changes in the Structure of Wages in the 1980's: An Evaluation of Alternative Explanations," American Economic Review, American Economic Association, pages 371-392.
    23. John Laitner, 2002. "Wealth Inequality and Altruistic Bequests," American Economic Review, American Economic Association, pages 270-273.
    24. Checchi, Daniele & Garcia-Penalosa, Cecilia, 2004. "Risk and the distribution of human capital," Economics Letters, Elsevier, vol. 82(1), pages 53-61, January.
    25. John Laitner, 2002. "Wealth Inequality and Altruistic Bequests," American Economic Review, American Economic Association, pages 270-273.
    26. Michel, Philippe & Thibault, Emmanuel & Vidal, Jean-Pierre, 2006. "Intergenerational altruism and neoclassical growth models," Handbook on the Economics of Giving, Reciprocity and Altruism, Elsevier.
    27. Cecilia Garcia Peñalosa, 1994. "Inequality and growth: a note on recent theories," Investigaciones Economicas, Fundación SEPI, vol. 18(1), pages 97-116, January.
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    More about this item

    Keywords

    agglomerations; Bayesian inference; Distance; Gibbs sampling; Kendall's tau index; Population density;

    JEL classification:

    • C40 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - General
    • R14 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Land Use Patterns

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