articlePrevention ScienceJun 4, 2007Closed access

How Many Imputations are Really Needed? Some Practical Clarifications of Multiple Imputation Theory

JAJ. A. GrahamAEAllison E. OlchowskiTDTamika D. Gilreath

Pennsylvania State University

PubMed
Indexed incrossrefpubmed

Abstract

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Citation impact

2,792
total citations
FWCI
20.39
Percentile
100%
References
15
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Authors

3

Topics & keywords

Topics
Keywords
  • Statistics
  • Imputation (statistics)
  • Mathematics
  • Monte Carlo method
  • Econometrics
  • Power function
  • Missing data
  • Efficiency
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