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Statistical Methods for Distributional Analysis

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  • Frank A. Cowell

    () (STICERD - LSE - London School of Economics and Political Science)

  • Emmanuel Flachaire

    (GREQAM - Groupement de Recherche en Économie Quantitative d'Aix-Marseille - ECM - Ecole Centrale de Marseille - CNRS - Centre National de la Recherche Scientifique - AMU - Aix Marseille Université - EHESS - École des hautes études en sciences sociales)

Abstract

This Chapter is about the techniques, formal and informal, that are commonly used to give quantitative answers in the field of distributional analysis - covering subjects including inequality, poverty and the modelling of income distributions. It deals with parametric and non-parametric approaches and the way in which imperfections in data may be handled in practice.

Suggested Citation

  • Frank A. Cowell & Emmanuel Flachaire, 2014. "Statistical Methods for Distributional Analysis," Working Papers halshs-01115996, HAL.
    • Handle: RePEc:hal:wpaper:halshs-01115996
    Note: View the original document on HAL open archive server: https://halshs.archives-ouvertes.fr/halshs-01115996
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    References listed on IDEAS

    as
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    1. repec:eee:phsmap:v:512:y:2018:i:c:p:1-13 is not listed on IDEAS
    2. Engelhardt, Carina & Wagener, Andreas, 2017. "The income distribution of voters: a case study from Germany," Hannover Economic Papers (HEP) dp-586, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
    3. Oancea, Bogdan & Andrei, Tudorel & Pirjol, Dan, 2017. "Income inequality in Romania: The exponential-Pareto distribution," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 469(C), pages 486-498.

    More about this item

    Keywords

    inequality measure; welfare indices; hypothesis testing; influence function; bootstrap; confidence intervals; poverty measure; dominance criteria; non-parametric methods; goodness of fit; parametric modelling;

    JEL classification:

    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General

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