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Inleiding tot robuuste statistiek. Elementen van theorie en bedrijfseconomische toepassingen


  • C. Croux
  • K. Joossens


Vele vaak gebruikte statistische methoden geven onbetrouwbare resultaten in de aanwezigheid van uitschieters. Robuuste statistische methoden blijven goed werken wanneer er atypische observaties aanwezig zijn of wanneer er niet perfect aan andere modelvoorwaarden voldaan is. Ofschoon de theorie van de robuuste statistiek zich reeds sinds enkele decennia ontwikkeld heeft, is het pas recentelijk dat robuuste schatters ook snel uitgerekend kunnen worden en in algemene statistische software pakketten opgenomen zijn. Toegepaste economen kunnen nu dan ook zonder problemen gebruik maken van robuuste schatters wanneer ze vrezen dat er uitschieters aanwezig zijn in hun gegevensbestanden. In dit artikel geven we een korte inleiding tot de theorie van de robuuste statistiek, aangevuld met verschillende voorbeelden uit de bedrijfseconomie.

Suggested Citation

  • C. Croux & K. Joossens, 2005. "Inleiding tot robuuste statistiek. Elementen van theorie en bedrijfseconomische toepassingen," Review of Business and Economic Literature, KU Leuven, Faculty of Economics and Business, Review of Business and Economic Literature, vol. 0(2), pages 287-310.
  • Handle: RePEc:ete:revbec:20050205

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    1. Bovenberg, A. Lans & Graafland, Johan J. & de Mooij, Ruud A., 2000. "Tax reform and the Dutch labor market: an applied general equilibrium approach," Journal of Public Economics, Elsevier, vol. 78(1-2), pages 193-214, October.
    2. Donders, Jan & Graafland, Johan, 1998. "CPB models and employment policy in the Netherlands," Economic Modelling, Elsevier, vol. 15(3), pages 341-356, July.
    3. Graafland, J.J. & Huizinga, F.H., 1998. "Taxes and benefits in a non-linear wage equation," MPRA Paper 21076, University Library of Munich, Germany.
    4. Draper, D.A.G., 2000. "Towards an econometric model for the Netherlands : Explaining unemployment," Other publications TiSEM 8d6f0572-d552-4ca2-9df3-6, Tilburg University, School of Economics and Management.
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