IDEAS home Printed from https://ideas.repec.org/a/zbw/wistat/253428.html
   My bibliography  Save this article

Optionen zur Bemessung des Abstandes zweier Verteilungen in der Praxis

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/253428/1/wista-2022-2-019-029.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Robert A. Jackson & Matthew Pietryka, 2022. "The influence of becoming a parent on political participation in the United States," Social Science Quarterly, Southwestern Social Science Association, vol. 103(3), pages 565-580, May.
    2. Kruyt, Bert & Lehning, Michael & Kahl, Annelen, 2017. "Potential contributions of wind power to a stable and highly renewable Swiss power supply," Applied Energy, Elsevier, vol. 192(C), pages 1-11.
    3. Cohen, Joseph N, 2010. "Neoliberalism’s relationship with economic growth in the developing world: Was it the power of the market or the resolution of financial crisis?," MPRA Paper 24527, University Library of Munich, Germany.
    4. Matei Demetrescu & Christoph Hanck & Robinson Kruse‐Becher, 2022. "Robust inference under time‐varying volatility: A real‐time evaluation of professional forecasters," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(5), pages 1010-1030, August.
    5. Valente, Thomas W. & Pitts, Stephanie & Wipfli, Heather & Vega Yon, George G., 2019. "Network influences on policy implementation: Evidence from a global health treaty," Social Science & Medicine, Elsevier, vol. 222(C), pages 188-197.
    6. Daisuke Kato & Ichiro Kawachi & Junko Saito & Naoki Kondo, 2021. "Complex Multimorbidity and Incidence of Long-Term Care Needs in Japan: A Prospective Cohort Study," IJERPH, MDPI, vol. 18(19), pages 1-11, October.
    7. Hassan, Mahmoud & Oueslati, Walid & Rousselière, Damien, 2020. "Environmental taxes, reforms and economic growth: an empirical analysis of panel data," Economic Systems, Elsevier, vol. 44(3).
    8. Segaro, Ethiopia L. & Larimo, Jorma & Jones, Marian V., 2014. "Internationalisation of family small and medium sized enterprises: The role of stewardship orientation, family commitment culture and top management team," International Business Review, Elsevier, vol. 23(2), pages 381-395.
    9. Wurriehausen, Nadine & Ihle, Rico & Lakner, Sebastian, 2011. "The Integration of the Conventional and Organic Wheat Market," 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 115784, European Association of Agricultural Economists.
    10. Joseph A. Lewnard & Parag Mahale & Debbie Malden & Vennis Hong & Bradley K. Ackerson & Bruno J. Lewin & Ruth Link-Gelles & Leora R. Feldstein & Marc Lipsitch & Sara Y. Tartof, 2024. "Immune escape and attenuated severity associated with the SARS-CoV-2 BA.2.86/JN.1 lineage," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    11. Shige Song, 2013. "Prenatal malnutrition and subsequent foetal loss risk: Evidence from the 1959-1961 Chinese famine," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 29(26), pages 707-728.
    12. Dahlum, Sirianne & Knutsen, Carl Henrik, 2017. "Do Democracies Provide Better Education? Revisiting the Democracy–Human Capital Link," World Development, Elsevier, vol. 94(C), pages 186-199.
    13. Badi H. Baltagi & Georges Bresson & Anoop Chaturvedi & Guy Lacroix, 2022. "Robust Dynamic Space-Time Panel Data Models Using ε-contamination: An Application to Crop Yields and Climate Change," Center for Policy Research Working Papers 254, Center for Policy Research, Maxwell School, Syracuse University.
    14. Hannes Weber, 2018. "Higher acceptance rates of asylum seekers lead to slightly more asylum applications in the future," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 39(47), pages 1291-1304.
    15. Phillipp Schwarzfischer & Dariusz Gruszfeld & Piotr Socha & Veronica Luque & Ricardo Closa-Monasterolo & Déborah Rousseaux & Melissa Moretti & Alice ReDionigi & Elvira Verduci & Berthold Koletzko & Ve, 2020. "Effects of screen time and playing outside on anthropometric measures in preschool aged children," PLOS ONE, Public Library of Science, vol. 15(3), pages 1-15, March.
    16. Joseph A. Lewnard & Vennis Hong & Jeniffer S. Kim & Sally F. Shaw & Bruno Lewin & Harpreet Takhar & Sara Y. Tartof, 2023. "Association of SARS-CoV-2 BA.4/BA.5 Omicron lineages with immune escape and clinical outcome," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    17. Abdulelah Alkesaiberi & Fouzi Harrou & Ying Sun, 2022. "Efficient Wind Power Prediction Using Machine Learning Methods: A Comparative Study," Energies, MDPI, vol. 15(7), pages 1-24, March.
    18. Lara Lopez & Fernando L. Vázquez & Ángela J. Torres & Patricia Otero & Vanessa Blanco & Olga Díaz & Mario Páramo, 2020. "Long-Term Effects of a Cognitive Behavioral Conference Call Intervention on Depression in Non-Professional Caregivers," IJERPH, MDPI, vol. 17(22), pages 1-24, November.
    19. Jessica L. Schleider & Michael C. Mullarkey & Kathryn R. Fox & Mallory L. Dobias & Akash Shroff & Erica A. Hart & Chantelle A. Roulston, 2022. "A randomized trial of online single-session interventions for adolescent depression during COVID-19," Nature Human Behaviour, Nature, vol. 6(2), pages 258-268, February.
    20. Seiler, Christian & Heumann, Christian, 2013. "Microdata imputations and macrodata implications: Evidence from the Ifo Business Survey," Economic Modelling, Elsevier, vol. 35(C), pages 722-733.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:zbw:wistat:253428. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/stagvde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.