This paper develops a framework to analyze partial population experiments, a generalization of the cluster experimental design where clusters are assigned to different treatment intensities. The framework allows for heterogeneity in cluster sizes and outcome distributions. The paper studies the large-sample behavior of OLS estimators and cluster-robust variance estimators and shows that (i) ignoring cluster heterogeneity may result in severely underpowered...
انظر المزيد
تفاصيل
-
2025/2/06
-
ورقة عمل خاصة ببحوث السياسات
-
WPS11059
-
1
-
2025/2/06
-
Disclosed
-
Design of Partial Population Experiments with an Application to Spillovers in Tax Compliance