Comparison of methods for imputing limited-range variables: a simulation study

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Comparison of methods for imputing limited-range variables: a simulation study

BACKGROUND Multiple imputation (MI) was developed as a method to enable valid inferences to be obtained in the presence of missing data rather than to re-create the missing values. Within the applied setting, it remains unclear how important it is that imputed values should be plausible for individual observations. One variable type for which MI may lead to implausible values is a limited-range...

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ژورنال

عنوان ژورنال: BMC Medical Research Methodology

سال: 2014

ISSN: 1471-2288

DOI: 10.1186/1471-2288-14-57