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stat.ME2022★ 2 cited
Nonparametric identification of causal effects in clustered observational studies with differential selection
Ting Ye, Ted Westling, Lindsay Page +1
The clustered observational study (COS) design is the observational study counterpart to the clustered randomized trial. In a COS, a treatment is assigned to intact groups, and all…
stat.ME2017
Bounding, an accessible method for estimating principal causal effects, examined and explained
Luke Miratrix, Jane Furey, Avi Feller +2
Estimating treatment effects for subgroups defined by post-treatment behavior (i.e., estimating causal effects in a principal stratification framework) can be technically challengi…