Multiple imputation using chained equations: Issues and guidance for practice

Article Properties
  • Language
    English
  • DOI (url)
    10.1002/sim.4067
  • Publication Date
    2010/11/30
  • Journal
    Statistics in Medicine
  • Indian UGC (Journal)
  • Refrences
    63
  • Citations
    5,552
  • Ian R. White
  • Patrick Royston
  • Angela M. Wood
Abstract
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Cite
White, Ian R., et al. “Multiple Imputation Using Chained Equations: Issues and Guidance for Practice”. Statistics in Medicine, vol. 30, no. 4, 2010, pp. 377-99, https://doi.org/10.1002/sim.4067.
White, I. R., Royston, P., & Wood, A. M. (2010). Multiple imputation using chained equations: Issues and guidance for practice. Statistics in Medicine, 30(4), 377-399. https://doi.org/10.1002/sim.4067
White IR, Royston P, Wood AM. Multiple imputation using chained equations: Issues and guidance for practice. Statistics in Medicine. 2010;30(4):377-99.
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Industrial hygiene
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Medicine (General)
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Mathematics
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Social Sciences
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Citations
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Citations Analysis
Category Category Repetition
Medicine: Medicine (General)2,554
Social Sciences1,112
Medicine: Public aspects of medicine968
Medicine: Internal medicine: Special situations and conditions: Industrial medicine. Industrial hygiene821
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry: Neurology. Diseases of the nervous system: Psychiatry565
The first research to cite this article was titled A Closer Examination of Three Small-Sample Approximations to the Multiple-Imputation Degrees of Freedom and was published in 2011. The most recent citation comes from a 2024 study titled A Closer Examination of Three Small-Sample Approximations to the Multiple-Imputation Degrees of Freedom . This article reached its peak citation in 2022 , with 754 citations.It has been cited in 1,700 different journals, 18% of which are open access. Among related journals, the PLOS ONE cited this research the most, with 145 citations. The chart below illustrates the annual citation trends for this article.
Citations used this article by year