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Multiple imputation with missing data indicators
Statistical Methods in Medical Research, 2021Lauren J Beesley, Allison W. Kurian
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The Performance of Multiple Imputations for Different Number of Imputations
2016Multiple imputation method is a widely used method in missing data analysis. The method consists of a three-stage process including imputation, analyzing and pooling. The number of imputations to be selected in the imputation step in the first stage is important.
Yilmaz, M. Can +2 more
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The proportion of missing data should not be used to guide decisions on multiple imputation
Journal of Clinical Epidemiology, 2019Jon Heron, Kate Tilling, Rachael Hughes
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How Many Imputations are Really Needed? Some Practical Clarifications of Multiple Imputation Theory
Prevention Science, 2007Tamika D Gilreath, John Graham
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