• Title/Summary/Keyword: 결측치 발생기제

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Comparison of binary data imputation methods in clinical trials (임상시험에서 이분형 결측치 처리방법의 비교연구)

  • An, Koosung;Kim, Dongjae
    • The Korean Journal of Applied Statistics
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    • v.29 no.3
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    • pp.539-547
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    • 2016
  • We discussed how to handle missing binary data clinical trials. Patterns of occurring missing data are discussed and introduce missing binary data imputation methods that include the modified method. A simulation is performed by modifying actual data for each method. The condition of this simulation is controlled by a response rate and a missing value rate. We list the simulation results for each method and discussed them at the end of this paper.