3 papers
stat.ME2026
Inference for Group Interaction Experiments
Jiawei Fu, Cyrus Samii, Ye Wang
A common experimental research design is one in which individuals are randomly allocated into groups that then interact under different group-level treatment conditions. We develop…
stat.ME2025
On the Foundations of the Design-Based Approach
P. M. Aronow, Austin Jang, Molly Offer-Westort
The design-based paradigm may be adopted in causal inference and survey sampling when we assume Rubin's stable unit treatment value assumption (SUTVA) or impose similar frameworks.…
cs.CR2025
Data-NoMAD: A Tool for Boosting Confidence in the Integrity of Social Science Survey Data
Sanford C. Gordon, Cyrus Samii, Zhihao Su
To safeguard against data fabrication and enhance trust in quantitative social science, we present Data Non-Manipulation Authentication Digest (Data-NoMAD). Data-NoMAD is a tool th…