Phrases with «multiple imputation»

Multiple imputation refers to a method used in statistics to fill in missing data in a dataset. When data is missing, this technique creates multiple plausible values for the missing information, based on patterns in the available data. These plausible values are then used to simulate different completed datasets. By doing so, researchers can obtain more accurate and reliable estimates by accounting for the uncertainty caused by missing data. Full definition

Sentences with «multiple imputation»

  • Data missing because of attrition was handled using multiple imputation procedures. (crimesolutions.gov)
  • Multiple logistic regression models, with the use of multiple imputation to account for missing data, assessed the associations between probable DCD and mental health difficulties. (pediatrics.aappublications.org)
  • Overall, the results obtained with multiple imputation confirmed the findings derived by using listwise techniques. (pediatrics.aappublications.org)
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