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The Cost of Naive Imputation to a Derived Estimand: An Exact Law, with the Square as Lead Case
Multiple imputation is validated for variables; applied researchers report functions of them: a product, a square, a difference of correlations. An imputation model fitted to the columns cannot carry a relationship it does not contain, so the filled-in rows arrive stripped of it. The direction of th
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