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Intersectional urban dynamics: a joint Markov chains approach

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  • Sergio Rey

    (San Diego State University)

Abstract

Discrete state Markov chains are widely used in regional science and economics to model spatial dynamics of a host of processes. This paper introduces an approach that extends the classic univariate focus to consider the joint spatial dynamics of two variables based on a Kronecker product framework. A test for interactions between the processes is proposed. The paper illustrates the framework in an empirical case study involving race and class dynamics in San Diego, California, and in a number of Monte Carlo simulations. The results reveal insights about these intersectional dynamics beyond those obtainable with the application of the traditional univariate Markov chain approach.

Suggested Citation

  • Sergio Rey, 2023. "Intersectional urban dynamics: a joint Markov chains approach," Letters in Spatial and Resource Sciences, Springer, vol. 16(1), pages 1-12, December.
    • Handle: RePEc:spr:lsprsc:v:16:y:2023:i:1:d:10.1007_s12076-023-00356-6
    DOI: 10.1007/s12076-023-00356-6
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    References listed on IDEAS

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    1. Christopher Lominac & Amitrajeet Batabyal, 2009. "An approach to the management of orchards that are vulnerable to attack by invasive species," Letters in Spatial and Resource Sciences, Springer, vol. 2(2), pages 123-131, October.
    2. Raj Chetty & Nathaniel Hendren & Maggie R Jones & Sonya R Porter, 2020. "Race and Economic Opportunity in the United States: an Intergenerational Perspective [“Intergenerational Mobility of Immigrants in the US Over Two Centuries,”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 711-783.
    3. Ran Wei & Tony H Grubesic & Wei Kang, 2021. "Spatiotemporal patterns of alcohol outlets and violence: A spatially heterogeneous Markov chain analysis," Environment and Planning B, , vol. 48(8), pages 2151-2166, October.
    4. Joaquin Andaluz & Luis Fernando Lanaspa & Fernando Sanz, 2002. "Geographical Dynamics: A Sectoral Comparison Between the Economic Landscapes of the United States and Europe," Regional Studies, Taylor & Francis Journals, vol. 36(4), pages 321-332.
    5. Quah, Danny T, 1996. "Aggregate and Regional Disaggregate Fluctuations," Empirical Economics, Springer, vol. 21(1), pages 137-159.
    6. Quah, Danny, 1996. "Aggregate and regional disaggregate fluctuations," LSE Research Online Documents on Economics 2081, London School of Economics and Political Science, LSE Library.
    7. John Stachurski, 2009. "Economic Dynamics: Theory and Computation," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262012774, December.
    8. Danny Quah, 1996. "Aggregate and Regional Disaggregate Fluctuations," CEP Discussion Papers dp0275, Centre for Economic Performance, LSE.
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    More about this item

    Keywords

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    JEL classification:

    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination

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