EunYi Chung
Biographic Data
| ID | 9678682 |
|---|---|
| NAME | EunYi Chung |
| GIVEN NAMES | EunYi |
| FAMILY NAME | Chung |
| SIGNATURE | CHUNG E |
| AFFILIATIONS | Department of Economics University of Illinois, Urbana–Champaign Urbana Illinois USA |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2025 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Quantile‐Based Test for Heterogeneous Treatment Effects
We introduce a permutation test for heterogeneous treatment effects based on the quantile process. However, tests based on the quantile process often suffer from estimated nuisance parameters that jeopardize their validity, even in large samples. To overcome this problem, we use Khmaladze's martingale transformation. We show that the permutation test based on the transformed statistic controls size asymptotically. Numerical evidence asserts the g…
No prominent works on this page.
Quantile‐Based Test for Heterogeneous Treatment Effects
We introduce a permutation test for heterogeneous treatment effects based on the quantile process. However, tests based on the quantile process often suffer from estimated nuisance parameters that jeopardize their validity, even in large samples. To overcome this problem, we use Khmaladze's martingale transformation. We show that the permutation test based on the transformed statistic controls size asymptotically. Numerical evidence asserts the g…
Advanced Causal Inference Techniques (1 work) · Computer Science (1 work) · Econometrics (1 work) · Economics (1 work) · Geology (1 work) · Mathematics (1 work) · Quantile (1 work) · Statistical Methods and Inference (1 work) · Statistical Methods in Clinical Trials (1 work) · Statistics (1 work)