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A Bayesian Markov Chain Approach Using Proportions Labour Market Data for Greek Regions

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  • Mamatzakis, E
  • Christodoulakis, G

Abstract

This paper focuses on Greek labour market dynamics at a regional base, which comprises of 16 provinces, as defined by NUTS levels 1 and 2 (Eurostat, 2008), using Markov Chains for proportions data for the first time in the literature. We apply a Bayesian approach, which employs a Monte Carlo Integration procedure that uncovers the entire empirical posterior distribution of transition probabilities from full employment to part employment, unemployment and economically unregistered unemployment and vice a versa. Our results show that there are disparities in the transition probabilities across regions, implying that the convergence of the Greek labour market at a regional base is far from being considered as completed. However, some common patterns are observed as regions in the south of the country exhibit similar transition probabilities between different states of the labour market.

Suggested Citation

  • Mamatzakis, E & Christodoulakis, G, 2010. "A Bayesian Markov Chain Approach Using Proportions Labour Market Data for Greek Regions," MPRA Paper 24637, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:24637
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    References listed on IDEAS

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    1. Mortensen, Dale & Pissarides, Christopher, 2011. "Job Creation and Job Destruction in the Theory of Unemployment," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 1-19.
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    3. Olivier Jean Blanchard & Lawrence F. Katz, 1992. "Regional Evolutions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 23(1), pages 1-76.
    4. Geweke, John, 1986. "Exact Inference in the Inequality Constrained Normal Linear Regression Model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 1(2), pages 127-141, April.
    5. J. Paul Elhorst, 2003. "The Mystery of Regional Unemployment Differentials: Theoretical and Empirical Explanations," Journal of Economic Surveys, Wiley Blackwell, vol. 17(5), pages 709-748, December.
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    Cited by:

    1. Cilasun, Seyit Mumin & Acar, Elif Oznur & Gunalp, Burak, 2015. "The Effects of Labor Market Reforms on the Labor Market Dynamics in Turkey," MPRA Paper 64767, University Library of Munich, Germany.
    2. Julia Jauer & Thomas Liebig & John P. Martin & Patrick Puhani, 2014. "Migration as an Adjustment Mechanism in the Crisis? A Comparison of Europe and the United States," OECD Social, Employment and Migration Working Papers 155, OECD Publishing.

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    More about this item

    Keywords

    Greek Regions; Employment; Unemployment; Markov Chains.;
    All these keywords.

    JEL classification:

    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • E27 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Forecasting and Simulation: Models and Applications

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