31 citations · 194 across the 34 of their papers we have counts for
4 papers · 1 filter
Principal Score Methods: Assumptions and Extensions
Avi Feller, Fabrizia Mealli, Luke Miratrix
Researchers addressing post-treatment complications in randomized trials often turn to principal stratification to define relevant assumptions and quantities of interest. One appro…
More Powerful Multiple Testing in Randomized Experiments with Non-Compliance
Joseph J. Lee, Laura Forastiere, Luke Miratrix +1
Two common concerns raised in analyses of randomized experiments are (i) appropriately handling issues of non-compliance, and (ii) appropriately adjusting for multiple tests (e.g.,…
Decomposing Treatment Effect Variation
Peng Ding, Avi Feller, Luke Miratrix
Understanding and characterizing treatment effect variation in randomized experiments has become essential for going beyond the "black box" of the average treatment effect. Nonethe…
Weak separation in mixture models and implications for principal stratification
Avi Feller, Evan Greif, Nhat Ho +2
Principal stratification is a widely used framework for addressing post-randomization complications. After using principal stratification to define causal effects of interest, rese…