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Maxim K.
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I will join the others in respectfully disagreeing. The two widely accepted state-of-art techniques for treating missing data in various settings are (1) maximum likelihood estimation and (2) multiple imputation. You provide some good advise by discouraging the use of pairwise deletion, which can lead to some issues both in terms of bias and calculation. Yet that good advice is outright cancelled out by the recommendation to use a single imputation method, which has been long discredited in the statistical literature.
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Jun 18, 2015