← All authors Hyunseung Kang University of Wisconsin–Madison (per OpenAlex) · ORCID · OpenAlex
34 papers in scope · 33 published · 1 on the econ.EM arXiv · 931 citations · h-index 13 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
David M. Ritzwoller Jiafeng Chen Filip Obradović Kevin Kloiber Kentaro Kawato Rahul Singh Lukáš Lafférs Vasilis Syrgkanis Martin Huber Xinkun Nie Soonwoo Kwon Francesca Molinari Guido W. Imbens Victor Chernozhukov Whitney K. Newey Stefan Wager Jonathan Roth Raj Chetty Susan Athey Nathan Kallus Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (1 of 34)
Comparison of Methods for Sensitivity Analysis of Heterogeneous Treatment Effects in Observational Studies and Application to Alzheimer's Disease and Cognitive Decline
published 2026 · Statistics in Medicine
with Jingqi Duan, Corinne D. Engelman, Qiongshi Lu
An approach to estimating how effective and well targeted Extreme Risk Protection Orders have been with respect to suicide prevention
published 2026 · American Journal of Epidemiology
with Sonja A. Swanson, Jessica Handy, Veronica A. Pear, Yifan Zhang, David M. Studdert, Elizabeth W. Diemer, Matthew Miller
Discussion on ‘Causal inference with misspecified network interference structure’ by Bar Weinstein and Daniel Nevo
published 2026 · Biometrics
The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely
published 2025 · The Review of Economic Studies · 116 citations · first circulated 2019
A more robust approach to multivariable Mendelian randomization
published 2025 · Biometrika · 6 citations · first circulated 2024
Identification and Inference with Invalid Instruments
published 2024 · Annual Review of Statistics and Its Application · 4 citations
Minimum Resource Threshold Policy Under Partial Interference
published 2023 · Journal of the American Statistical Association · 4 citations · first circulated 2021
with Chan Park, Guanhua Chen, Menggang Yu
A groupwise approach for inferring heterogeneous treatment effects in causal inference
published 2023 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 4 citations · first circulated 2019
with Chan Park
Summarising multiple bounds of the average causal effect in Mendelian randomisation
published 2023 · Paediatric and Perinatal Epidemiology · 1 citations
Propensity Score Modeling: Key Challenges When Moving Beyond the No-Interference Assumption
published 2023 · Observational Studies · 1 citations · first circulated 2022
with Chan Park, Ralph Trane
Bayesian Causal Forests & the 2022 ACIC Data Challenge: Scalability and Sensitivity
published 2023 · Observational Studies · 1 citations · first circulated 2022
with Ajinkya H. Kokandakar, Sameer K. Deshpande
Discussion on “Instrumented Difference-in-Differences” by Ting Ye, Ashkan Ertefaie, James Flory, Sean Hennessy, and Dylan S. Small
published 2022 · Biometrics · 1 citations
Detecting heterogeneous treatment effects with instrumental variables and application to the Oregon health insurance experiment
published 2022 · The Annals of Applied Statistics · 7 citations · first circulated 2019
with Michael L. Johnson, Jiongyi Cao
An introduction to spillover effects in cluster randomized trials with noncompliance
published 2022 · Clinical Trials · 8 citations · first circulated 2018
Regression Discontinuity Designs With an Ordinal Running Variable: Evaluating the Effects of Extended Time Accommodations for English-Language Learners
published 2022 · Journal of Educational and Behavioral Statistics · 9 citations · first circulated 2021
with Youmi Suk, Peter M. Steiner, Jee-Seon Kim
Nonparametric bounds in two‐sample summary‐data Mendelian randomization: Some cautionary tales for practice
published 2022 · Statistics in Medicine · 4 citations
with Ralph Trane
Tuning Random Forests for Causal Inference under Cluster-Level Unmeasured Confounding
published 2022 · Multivariate Behavioral Research · 14 citations · first circulated 2020
with Youmi Suk
Efficient semiparametric estimation of network treatment effects under partial interference
published 2022 · Biometrika · 14 citations · first circulated 2020
with Chan Park
Robust Machine Learning for Treatment Effects in Multilevel Observational Studies Under Cluster-level Unmeasured Confounding
published 2021 · Psychometrika · 14 citations · first circulated 2020
with Youmi Suk
Assumption-Lean Analysis of Cluster Randomized Trials in Infectious Diseases for Intent-to-Treat Effects and Network Effects
published 2021 · Journal of the American Statistical Association · 9 citations
with Chan Park
Debiased inverse-variance weighted estimator in two-sample summary-data Mendelian randomization
published 2021 · The Annals of Statistics · 121 citations · first circulated 2019
Weak‐instrument robust tests in two‐sample summary‐data Mendelian randomization
published 2021 · Biometrics · 15 citations · first circulated 2019
with Sheng Wang
Increasing Power for Observational Studies of Aberrant Response: An Adaptive Approach
published 2021 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 12 citations · first circulated 2019
ivmodel: An R Package for Inference and Sensitivity Analysis of Instrumental Variables Models with One Endogenous Variable
published 2021 · Observational Studies · 13 citations · first circulated 2020
Two robust tools for inference about causal effects with invalid instruments
published 2020 · Biometrics · 10 citations
Hybridizing Machine Learning Methods and Finite Mixture Models for Estimating Heterogeneous Treatment Effects in Latent Classes
published 2020 · Journal of Educational and Behavioral Statistics · 20 citations · first circulated 2019
with Youmi Suk, Jee-Seon Kim
Random Forests Approach for Causal Inference with Clustered Observational Data
published 2020 · Multivariate Behavioral Research · 22 citations · first circulated 2019
with Youmi Suk, Jee-Seon Kim
An assessment of applicability of the extreme forecast index in KMA seasonal prediction
published 2018 · AGUFM
with Su-Jin Heo, K. H. Kim, Yu-ra Lim, Y. K. Hyun, Yoorim Kim
no link
Testing endogeneity with high dimensional covariates
published 2018 · Journal of Econometrics · 32 citations · first circulated 2016
Confidence Intervals for Causal Effects with Invalid Instruments by Using Two-Stage Hard Thresholding with Voting
published 2018 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 100 citations · first circulated 2016
Inference for Instrumental Variables: A Randomization Inference Approach
published 2018 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 22 citations · first circulated 2016
Commentary
published 2016 · Epidemiology · 3 citations
working paper 2016 · arXiv · 47 citations
Instrumental Variables Estimation With Some Invalid Instruments and its Application to Mendelian Randomization
published 2015 · Journal of the American Statistical Association · 297 citations · first circulated 2014
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