A multiple imputation and importance sampling approach adjusts for outcome reporting bias in univariate and bivariate meta-analysis by imputing unreported outcomes under MAR and reweighting under an assumed MNAR selection model.
Systematic Review of the Empirical Evidence of Study Publication Bias and Outcome Reporting Bias—An Updated Review
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Adjusting for Outcome Reporting Bias in Meta-analysis: A Multiple Imputation Approach
A multiple imputation and importance sampling approach adjusts for outcome reporting bias in univariate and bivariate meta-analysis by imputing unreported outcomes under MAR and reweighting under an assumed MNAR selection model.