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Profile Of Migrants In Romania – A Statistical Analysis Using "R"

Author

Listed:
  • Nicoleta Caragea

    (National Institute of Statistics, Ecological University of Bucharest)

  • Ana Maria Dobre

    (National Institute of Statistics)

  • Antoniade Ciprian Alexandru

    (Ecological University of Bucharest)

Abstract

This paper exposes the methodology of creating migrant’s profile before crisis and after crisis using logistic regression in R. The profile was created based on some social and demographic characteristics provided by the 2007 and 2011 Labour Force Survey, assuring the representativeness of results at national and regional level. In this sense, the logistic regression was used to model the relationship between migrants and some independent variables.

Suggested Citation

  • Nicoleta Caragea & Ana Maria Dobre & Antoniade Ciprian Alexandru, 2013. "Profile Of Migrants In Romania – A Statistical Analysis Using "R"," Working papers 04, Ecological University of Bucharest, Department of Economics.
    • Handle: RePEc:eub:wpaper:2013-04
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    References listed on IDEAS

    as
    1. Caragea, Nicoleta & Alexandru, Ciprian Antoniade & Dobre, Ana Maria, 2012. "Bringing New Opportunities to Develop Statistical Software and Data Analysis Tools in Romania," MPRA Paper 48772, University Library of Munich, Germany.
    2. Dobre, Ana Maria, 2013. "Statistical Analysis of International Migration Using R Software," MPRA Paper 48804, University Library of Munich, Germany.
    3. Nicoleta Caragea-Hrehorciuc, 2008. "The work in Romania : an analysis of the macroeconomic perspective," Revista Economica, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 42(5-6), pages 117-126.
    4. Fox, John, 2005. "The R Commander: A Basic-Statistics Graphical User Interface to R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 14(i09).
    5. Jacques Poot & Brigitte Waldorf & Leo van Wissen (ed.), 2009. "Migration and Human Capital," Books, Edward Elgar Publishing, number 12599.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    R statistical software; international migration; logistic regression; odds ratio; statistical analysis;
    All these keywords.

    JEL classification:

    • C34 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Truncated and Censored Models; Switching Regression Models
    • C87 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Econometric Software
    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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