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Open access Aug 2026

A Simulation Study Comparing Multiple Imputation and Complete Case Analysis for Handling Missing Preschool Body Mass Index

When faced with missing data, researchers should assess missingness mechanisms, report both complete-case and multiple-imputation estimates under MCAR/MAR while accounting for power-versus-bias tradeoffs, and employ pattern-mixture sensitivity analyses to test robustness when MNAR is plausible.

A. Savu, D. Dover, M. Hajihosseini et al. · 0 citations

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