3 papers
econ.EM2026
Penalized GMM Framework for Inference on Functionals of Nonparametric Instrumental Variable Estimators
Edvard Bakhitov
This paper develops a penalized GMM (PGMM) framework for automatic debiased inference on functionals of nonparametric instrumental variable estimators. We derive convergence rates…
stat.ME2026
Experimentation on Endogenous Graphs
Wenshuo Wang, Edvard Bakhitov, Dominic Coey
We study experimentation under endogenous network interference. Interference patterns are mediated by an endogenous graph, where edges can be formed or eliminated as a result of tr…
stat.ME2025
Scalable Analysis of Bipartite Experiments
Liang Shi, Edvard Bakhitov, Kenneth Hung +4
Bipartite Experiments are randomized experiments where the treatment is applied to a set of units (randomization units) that is different from the units of analysis, and randomizat…