Estimating the True Effect Size Distribution with SIMEX

Zhaoqi Li, Daniel Ting, Ilya Gorbachev +2

Large-scale online experimentation produces noisy effect estimates, which can overstate gains and complicate decisions about launches and testing policies. We propose a nonparametr…