activity
20202026
most citedA Practical Guide to Counterfactual Estimators for Causal Inference with Time-Series Cross-Sectional Data

63 citations · 70 across the 5 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

stat.ME2021★ 63 cited

A Practical Guide to Counterfactual Estimators for Causal Inference with Time-Series Cross-Sectional Data

Licheng Liu, Ye Wang, Yiqing Xu

This paper introduces a simple framework of counterfactual estimation for causal inference with time-series cross-sectional data, in which we estimate the average treatment effect…

stat.AP2021

How to Account for Alternatives When Comparing Effects: Revisiting 'Bringing Education to Afghan Girls'

Dana Burde, Joel Middleton, Cyrus Samii +1

This paper uses a "principal strata" approach to decompose treatment effects and interpret why a schooling intervention that yielded exceptional initial effects yielded substantial…