Improving Experimental Power Through CUPAC
Machine LearningModelingControl Using Predictions As Covariatesposted by ODSC Community November 25, 2020
Article originally posted here at Doordash, reposted with permission. In this post, we introduce a method we call CUPAC (Control Using Predictions As Covariates) that we successfully deployed to reduce extraneous noise in online controlled experiments, thereby accelerating our experimental velocity. Rapid experimentation is essential to... Read more