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.
Protocol: Assessment of Outcome Reporting Bias in Studies included in Campbell Syst Rev
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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.