 Bias-adjusted meta-analysis

Model study estimates as noisy versions of the target effects plus study-specific biases. External information or sensitivity parameters describe those biases and their uncertainty. Removing an assumed bias without propagating its uncertainty overstates precision; observed study data alone generally do not identify the adjustment.