2 citations · 2 across the 4 of their papers we have counts for
4 papers
Permutation Inference under Multi-way Clustering and Missing Data
Wenxuan Guo, Panos Toulis, Yuhao Wang
Econometric applications with multi-way clustering often feature a small number of effective clusters or heavy-tailed data, making standard cluster-robust and bootstrap inference u…
Gaussianized Design Optimization for Covariate Balance in Randomized Experiments
Wenxuan Guo, Tengyuan Liang, Panos Toulis
Achieving covariate balance in randomized experiments enhances the precision of treatment effect estimation. However, existing methods often require heuristic adjustments based on…
ML-assisted Randomization Tests for Detecting Treatment Effects in A/B Experiments
Wenxuan Guo, JungHo Lee, Panos Toulis
Experimentation is widely utilized for causal inference and data-driven decision-making across disciplines. In an A/B experiment, for example, an online business randomizes two dif…
Invariance-based Inference in High-Dimensional Regression with Finite-Sample Guarantees
Wenxuan Guo, Panos Toulis
In this paper, we develop invariance-based procedures for testing and inference in high-dimensional regression models. These procedures, also known as randomization tests, provide…