Power Analysis for Experiments with Clustered Data, Ratio Metrics, and Regression for Covariate Adjustment

Tim Hesterberg, Ben Knight

We describe how to calculate standard errors for A/B tests that include clustered data, ratio metrics, and/or covariate adjustment. We may do this for power analysis/sample size ca…