• Medientyp: E-Book
  • Titel: The Effect of Using Different Imputation Methods for Economic Variables in Aging Surveys
  • Beteiligte: Lee, Jinkook [Verfasser:in]; Meijer, Erik [Sonstige Person, Familie und Körperschaft]; Phillips, Drystan [Sonstige Person, Familie und Körperschaft]
  • Erschienen: [S.l.]: SSRN, [2015]
  • Erschienen in: CESR-Schaeffer Working Paper ; No. 2015-019
  • Umfang: 1 Online-Ressource (36 p)
  • Sprache: Englisch
  • DOI: 10.2139/ssrn.2650214
  • Identifikator:
  • Entstehung:
  • Anmerkungen: Nach Informationen von SSRN wurde die ursprüngliche Fassung des Dokuments August 18, 2015 erstellt
  • Beschreibung: We study the sensitivity of analyses on income and wealth to the methods of imputation for missing data. We do so by implementing a conditional hot-deck imputation, based on the method used by the English Longitudinal Study of Ageing, in the Health and Retirement Study. We compare marginal and joint distributions and regression models estimated from data using these imputations to the same statistics estimated from the RAND HRS data, which use a much more elaborate imputation method, and to estimates from data using an intermediate method. Although many results are qualitatively or quantitatively similar, there are also notable differences
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