Multiple Imputation When Rate of Change is the Outcome of Interest

当变化率是感兴趣的结果时,多重插补法

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Abstract

Little research has been devoted to multiple imputation (MI) of derived variables. This study investigates various MI approaches for the outcome, rate of change, when the analysis model is a two-stage linear regression. Simulations showed that competitive approaches depended on the missing data mechanism and presence of auxiliary terms.

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