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Spatial Microsimulation Of Personal Income In Poland At The Level Of Subregions

Author

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  • Roszka Wojciech

    (Poznań University of Economics and Business, Poznań, Poland .)

Abstract

The paper presents an application of spatial microsimulation methods for generating a synthetic population to estimate personal income in Poland in 2011 using census tables and EU-SILC 2011 microdata set. The first section presents a research problem and a brief overview of modern estimation methods in application to small domains with particular emphasis on spatial microsimulation. The second section contains an overview of selected synthetic population generation methods. In the last section personal income estimation on NUTS 3 level is presented with special emphasis on the quality of estimates.

Suggested Citation

  • Roszka Wojciech, 2019. "Spatial Microsimulation Of Personal Income In Poland At The Level Of Subregions," Statistics in Transition New Series, Polish Statistical Association, vol. 20(3), pages 133-153, September.
    • Handle: RePEc:vrs:stintr:v:20:y:2019:i:3:p:133-153:n:6
    DOI: 10.21307/stattrans-2019-028
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    References listed on IDEAS

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    1. M. Templ & P. Filzmoser, 2014. "Simulation and quality of a synthetic close-to-reality employer--employee population," Journal of Applied Statistics, Taylor & Francis Journals, vol. 41(5), pages 1053-1072, May.
    2. Robert Tanton & Yogi Vidyattama & Binod Nepal & Justine McNamara, 2011. "Small area estimation using a reweighting algorithm," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 174(4), pages 931-951, October.
    3. Templ, Matthias & Meindl, Bernhard & Kowarik, Alexander & Dupriez, Olivier, 2017. "Simulation of Synthetic Complex Data: The R Package simPop," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 79(i10).
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