Biases Introduced by Choosing Controls to Match Risk Factors of Cases in Biomarker Research

摘要

BackgroundSelecting controls that match cases on risk factors for the outcome is a pervasive practice in biomarker research studies. Yet, such matching biases estimates of biomarker prediction performance. The magnitudes of bias are unknown.