Causal Inference & Experimental Design
Experimental designs for tax audit policies on large interfirm networks — slides
with Best, M., Grosset, F., Huang, S., Shaikh, A. In preparation.Randomization tests for monotone spillover effects
with Huang, S., and Li, Xinran. Working paper.Randomization inference for multi-sided market experiments
with Liu, J., and Shaikh, A. In preparation.Gaussianized Design Optimization for covariate balance in randomized experiments — arxiv
with Guo, W., Liang, T. Submitted.
Randomization / Invariant Inference
Asymptotic validity and finite-sample properties of approximate randomization tests — R package code slides
Under revision (R&R).Randomization inference of periodicity in unequally spaced time series with application to exoplanet detection — code supplement slides
with Bean, J. Working paper.Invariance-based inference in high-dimensional regression with finite-sample guarantees
with Guo, W. Under revision (R&R).ML-assisted randomization tests for detecting treatment effects in A/B experiments - slides
with Lee, J., Guo, W. Submitted.