Systems and methods for determining target populations for statistical experiments

Abstract

Systems and methods for automatically determining target populations for statistical experiments are disclosed. The system may receive a hypothesis associated with a statistical experiment and a target population, the hypothesis including one or more target metrics. The system may receive one or more target parameters associated with the target population. The system may determine whether the one or more target parameters match a stored query. In response to the target parameters matching the stored query, the system may query, using the stored query, a user database to determine the target population satisfying the target parameters. The system may predict a sample size for the statistical experiment based on the target population and the target metrics and transmit to the user device a graphical user interface including the predicted sample size.