From Augmentation to Decomposition: A New Look at CUPED in 2023

Alex Deng, Luke Hagar, Nathaniel Stevens +3

Ten years ago, CUPED (Controlled Experiments Utilizing Pre-Experiment Data) mainstreamed the idea of variance reduction leveraging pre-experiment covariates. Since its introduction…