2 papers
stat.ME2025
Generalizing causal effects with noncompliance: Application to deep canvassing experiments
Zhongren Chen, Melody Huang
Standard approaches in generalizability often focus on generalizing the intent-to-treat (ITT). However, in practice, a more policy-relevant quantity is the generalized impact of an…
stat.ME2021
Leveraging Population Outcomes to Improve the Generalization of Experimental Results
Melody Huang, Naoki Egami, Erin Hartman +1
Generalizing causal estimates in randomized experiments to a broader target population is essential for guiding decisions by policymakers and practitioners in the social and biomed…