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Trang Quynh Nguyen

Johns Hopkins University (from arXiv:2505.11014, 2025) · ORCID · OpenAlex

23 papers in scope · 22 published · 1 on the econ.EM arXiv · 531 citations · h-index 11 (over the papers listed here)

Related authors

The 20 authors closest to this one in our weighted citation graph, most related first.

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  5. Sudeepa Roy
  6. Cynthia Rudin
  7. Alan Hao Yang
  8. David J. Richardson
  9. Alexander Volfovsky
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  11. AmirEmad Ghassami
  12. Eric Tchetgen Tchetgen
  13. Caleb H. Miles
  14. Quinn Lanners
  15. Kara E. Rudolph
  16. Elizabeth A. Stuart
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  19. Ting-Chih Hung
  20. Martin Huber

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 23)

Precision mental health: predicting heterogeneous treatment effects for depression through data integration
published2025 · Journal of the Royal Statistical Society Series C (Applied Statistics)
with Carly L Brantner, Harsh Parikh, Congwen Zhao, Hwanhee Hong, Elizabeth A. Stuart, Carly L. Brantner
The challenges of integrating diverse data sources: A case study in major depression
published2025 · Health Services and Outcomes Research Methodology · 1 citations
with Carly Lupton-Smith, Wenshan Yu, Congwen Zhao, Kyungeun Jeon, Grace Ringlein, Qiao Wang, Elaona Lemoto, Jane P. Gagliardi, Peter P. Zandi, Benjamin A. Goldstein, Elizabeth A. Stuart, Hwanhee Hong, …
working paper2025 · arXiv
with Harsh Parikh, Elizabeth A. Stuart, Kara E. Rudolph, Caleb H. Miles, Elizabeth A Stuart, K E Rudolph, Caleb Miles
Application of Causal Forest Model to Examine Treatment Effect Heterogeneity in Substance Use Disorder Psychosocial Treatments
published2024 · International Journal of Methods in Psychiatric Research · 3 citations
with Ryoko Susukida, Masoumeh Amin-Esmaeili, Elena Badillo-Goicoechea, Elizabeth A. Stuart, Michael Rosenblum, Kelly E. Dunn, Ramin Mojtabai
Sensitivity analysis for principal ignorability violation in estimating complier and noncomplier average causal effects
published2024 · Statistics in Medicine · 4 citations · first circulated 2023
with Elizabeth A. Stuart, Daniel O. Scharfstein, Elizabeth L. Ogburn
Multiple imputation for propensity score analysis with covariates missing at random: some clarity on “ within ” and “ across ” methods
published2024 · American Journal of Epidemiology · 6 citations · first circulated 2023
Practical challenges in mediation analysis: a guide for applied researchers
published2024 · Health Services and Outcomes Research Methodology · 70 citations
with Megan S. Schuler, Donna L. Coffman, Elizabeth A. Stuart, Brian Vegetabile, Daniel F. McCaffrey
Identification of complier and noncomplier average causal effects in the presence of latent missing-at-random (LMAR) outcomes: a unifying view and choices of assumptions
published2024 · Biostatistics · 3 citations · first circulated 2023
with Michelle C. Carlson, Elizabeth A. Stuart
Comparison of methods that combine multiple randomized trials to estimate heterogeneous treatment effects
published2024 · Statistics in Medicine · 14 citations · first circulated 2023
with Carly Lupton-Smith, Tengjie Tang, Congwen Zhao, Hwanhee Hong, Elizabeth A. Stuart, Carly Lupton Brantner
Estimation of place-based vulnerability scores for HIV viral non-suppression: an application leveraging data from a cohort of people with histories of using drugs
published2024 · BMC Medical Research Methodology · 2 citations
with Laken Roberts, Carly Lupton Brantner, Gregory D. Kirk, Shruti H. Mehta, Sabriya L. Linton
The Importance of Equity Value Judgments and Estimator-Estimand Alignment in Measuring Disparity and Identifying Targets to Reduce Disparity
published2023 · American Journal of Epidemiology · 14 citations
with Ting-Hsuan Chang, John W. Jackson
Methods for Integrating Trials and Non-experimental Data to Examine Treatment Effect Heterogeneity
published2023 · Statistical Science · 8 citations
with Carly Lupton Brantner, Ting-Hsuan Chang, Hwanhee Hong, Leon Di Stefano, Elizabeth A. Stuart
Causal mediation analysis: From simple to more robust strategies for estimation of marginal natural (in)direct effects
published2023 · Statistics Surveys · 13 citations · first circulated 2021
with Elizabeth L. Ogburn, Ian Schmid, Elizabeth B. Sarker, Noah Greifer, Ina M. Koning, Elizabeth A. Stuart
Flexible propensity score estimation strategies for clustered data in observational studies
published2022 · Statistics in Medicine · 23 citations
with Ting-Hsuan Chang, Youjin Lee, John W. Jackson, Elizabeth A. Stuart
Clarifying causal mediation analysis: Effect identification via three assumptions and five potential outcomes
published2022 · Journal of Causal Inference · 42 citations · first circulated 2020
with Ian Schmid, Elizabeth L. Ogburn, Elizabeth A. Stuart, Nguyen Trang Quynh
Partially Pooled Propensity Score Models for Average Treatment Effect Estimation with Multilevel Data
published2021 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 3 citations
with Youjin Lee, Elizabeth A. Stuart
Propensity Score Analysis With Latent Covariates: Measurement Error Bias Correction Using the Covariate’s Posterior Mean, aka the Inclusive Factor Score
published2020 · Journal of Educational and Behavioral Statistics · 5 citations · first circulated 2019
Comparing the performance of statistical methods that generalize effect estimates from randomized controlled trials to much larger target populations
published2020 · Communications in Statistics - Simulation and Computation · 9 citations
with Ian Schmid, Kara E. Rudolph, Hwanhee Hong, Marissa J. Seamans, Benjamin Ackerman, Elizabeth A. Stuart
Using Propensity Score Analysis of Survey Data to Estimate Population Average Treatment Effects: A Case Study Comparing Different Methods
published2020 · Evaluation Review · 44 citations
with Nianbo Dong, Elizabeth A. Stuart, David Lenis
Sensitivity analyses for effect modifiers not observed in the target population when generalizing treatment effects from a randomized controlled trial: Assumptions, models, effect scales, data scenarios, and implementation details
published2018 · PLoS ONE · 36 citations
with Benjamin Ackerman, Ian Schmid, Stephen R. Cole, Elizabeth A. Stuart
It’s all about balance: propensity score matching in the context of complex survey data
published2017 · Biostatistics · 89 citations
with David Lenis, Nianbo Dong, Elizabeth A. Stuart
Sensitivity analysis for an unobserved moderator in RCT-to-target-population generalization of treatment effects
published2017 · The Annals of Applied Statistics · 79 citations
with Cyrus Ebnesajjad, Stephen R. Cole, Elizabeth A. Stuart
Causal Mediation Analysis With a Binary Outcome and Multiple Continuous or Ordinal Mediators: Simulations and Application to an Alcohol Intervention
published2015 · Structural Equation Modeling A Multidisciplinary Journal · 63 citations
with Yenny Webb-Vargas, Ina M. Koning, Elizabeth A. Stuart

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.