Big Data Methods for Real World Data: A Simulation Study to Assess Suitability of Machine Learning Methods to Account for Confounding Under Various Treatment and Outcome Prevalence Scenarios

Authors: Yuchen Guo, Sarah Khalid, Victoria Strauss, M Sanni Ali, Daniel Prieto-Alhambra