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Optionen zur Bemessung des Abstandes zweier Verteilungen in der Praxis

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  • Thurow, Maria

Abstract

Der Umgang mit unvollständigen Datensätzen stellt einen wichtigen Aspekt der Datenaufbereitung dar. Häufig ist nicht bekannt, für welche Auswertung ein aus dem Bereich der amtlichen Statistik stammender Datensatz in Wissenschaft und Forschung verwendet wird. Sinnvoll ist daher, die Verteilung der ursprünglichen Daten möglichst gut zu reproduzieren. Hierfür wäre eine möglichst geeignete Imputationsmethode zu wählen. Ziel der diesem Beitrag zugrunde liegenden Arbeit ist es, in einer Simulationsstudie verschiedene Kenngrößen hinsichtlich ihrer Eignung zu beurteilen und die Güten verschiedener Imputationsmethoden anhand von zwei Beispieldatensätzen aus der amtlichen Statistik miteinander zu vergleichen.

Suggested Citation

  • Thurow, Maria, 2022. "Optionen zur Bemessung des Abstandes zweier Verteilungen in der Praxis," WISTA – Wirtschaft und Statistik, Statistisches Bundesamt (Destatis), Wiesbaden, vol. 74(2), pages 19-29.
    • Handle: RePEc:zbw:wistat:253428
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    References listed on IDEAS

    as
    1. Honaker, James & King, Gary & Blackwell, Matthew, 2011. "Amelia II: A Program for Missing Data," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 45(i07).
    2. Markus Zwick, 2008. "CAMPUS-Files – Kostenfreie Public Use Files für die Lehre," AStA Wirtschafts- und Sozialstatistisches Archiv, Springer;Deutsche Statistische Gesellschaft - German Statistical Society, vol. 2(1), pages 175-188, August.
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