Author

Muwon Kwon

Institution: University of Maryland, College Park

Observed institution: University of Maryland, College Park

ORCID: 0009-0000-2680-6342

Observed ORCID: 0009-0000-2680-6342

OpenAlex ID: A5109779617

Quasi-experimental designs for causal inference: Addressing threats to validity from a graphical models perspective

2024 · Patrick Sheehan, Muwon Kwon, et al. · PsyArXiv (OSF Preprints) · 4

Quasi‐Experimental Designs for Causal Inference About Intervention Effects

2026 · Patrick Sheehan, Muwon Kwon, et al. · Wiley eBooks · 1

Predictor Selection for Doubly Robust Double/debiased Machine Learning Estimators for Causal Inference

2026 · Muwon Kwon, Peter M. Steiner · PsyArXiv (OSF Preprints)

Bounding Causal Effects in Pretest-Posttest Designs with a Control Group

2026 · Muwon Kwon, Peter M. Steiner · PsyArXiv (OSF Preprints)

Predictor Selection for Doubly Robust Double/debiased Machine Learning Estimators for Causal Inference

2026 · Muwon Kwon, Peter M. Steiner · PsyArXiv (OSF Preprints)

Bounding Causal Effects in Pretest-Posttest Designs with a Control Group

2026 · Muwon Kwon, Peter M. Steiner · PsyArXiv (OSF Preprints)

Causal Inference in Educational Research

2026 · Soo Jung (Hellena) La, Muwon Kwon, et al. · Wiley eBooks

Causal inference with randomized and quasi-experimental designs

2026 · Muwon Kwon, Peter M. Steiner · Elsevier eBooks

Integrating Double/Debiased Machine Learning into Doubly Robust Estimators for Causal Inference

2026 · Muwon Kwon, Peter M. Steiner · Multivariate Behavioral Research

Regression Discontinuity Analysis with Latent Variables

2025 · Monica Morell, Muwon Kwon, et al. · Multivariate Behavioral Research

Review of Applied Causal Inference Powered by ML and AI by V. Chernozhukov & C. Hansen & N. Kallus & M. Spindler & V. Syrgkanis (2025). arXiv:2403.02467. https://causalml-book.org/

2025 · Muwon Kwon, Nathan Quimpo, et al. · Psychometrika

Works count: 11

Citation count: 5

H-index: 1

I10-index: