Estimating treatment-effect heterogeneity across sites, in multi-site randomized experiments with few units per site

Clément de Chaisemartin, Antoine Deeb

In multi-site randomized trials with many sites and few randomization units per site, an Empirical-Bayes estimator can be used to estimate the variance of the treatment effect acro…