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
(2 of 189)
CACE-MM: using mixed methods to strengthen causal inference in medicine and public health
published2026 · BMC Medical Research Methodology
with Noor Qaragholi, Joseph J. Gallo, Laura K. Beres, Trang Q. Nguyen, Sarah Walsh
Autoregressive models for panel data causal inference with application to state-level opioid policies
published2026 · The Annals of Applied Statistics
with Joseph Antonelli, Max Rubinstein, Denis Agniel, Rosanna Smart, Matthew Cefalu, Terry L. Schell, Joshua Eagan, Elizabeth M. Stone, Max Griswold, Beth Ann Griffin
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, Trang Quynh Nguyen, Jane P. Gagliardi, Peter P. Zandi, Benjamin A. Goldstein, Hwanhee Hong, …
Transparent reporting of observational studies emulating a target trial: the TARGET Statement
published2025 · JAMA · 160 citations
with Aidan G Cashin, Harrison J Hansford, Miguel A. Hernán, Sonja A. Swanson, Hopin Lee, Matthew D. Jones, Issa J Dahabreh, Barbra A. Dickerman, Matthias Egger, Xabier García-Albéniz, Robert Golub, Nazrul Islam, …
with Rosalie Liccardo Pacula, Beth Ann Griffin, Megan S. Schuler, Rosanna Smart, Sean Grant, David Powell, Sarah Axeen, Seema Choksy Pessar, Corey S. Davis, Flora Sheng, Courtney Kase, Stephen W. Patrick, …
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
Changes in Healthcare Spending Attributable to High Deductible Health Plan Offer Among Enrollees with Comorbid Substance Use Disorder and Cardiovascular Disease
published2024 · Journal of General Internal Medicine · 2 citations
with Julia C. P. Eddelbuettel, Alene Kennedy-Hendricks, Mark K. Meiselbach, Haiden A. Huskamp, Alisa B. Busch, Mara A.G. Hollander, Cameron Schilling, Colleen L. Barry, Matthew D. Eisenberg
Identifying Optimal Methods for Addressing Confounding Bias When Estimating the Effects of State-level Policies
published2023 · Epidemiology · 5 citations
with Beth Ann Griffin, Megan S. Schuler, Elizabeth M. Stone, Stephen W. Patrick, Bradley D. Stein, Pedro Nascimento de Lima, Max Griswold, Adam Scherling
Calibrated meta-analysis to estimate the efficacy of mental health treatments in target populations: an application to paliperidone trials for treatment of schizophrenia
published2023 · BMC Medical Research Methodology · 1 citations
Do High-Deductible Health Plans Incentivize Changing the Timing of Substance Use Disorder Treatment?
published2023 · Medical Care Research and Review · 2 citations
with Mara A.G. Hollander, Alene Kennedy-Hendricks, Cameron Schilling, Mark K. Meiselbach, Haiden A. Huskamp, Alisa B. Busch, Julia C. P. Eddelbuettel, Colleen L. Barry, Matthew D. Eisenberg
A causal roadmap for generating high-quality real-world evidence
published2023 · Journal of Clinical and Translational Science · 69 citations
with Lauren Eyler Dang, Susan Gruber, Hana Lee, Issa J Dahabreh, Brian D. Williamson, Richard Wyss, Iván Díaz, Debashis Ghosh, Emre Kıcıman, Demissie Alemayehu, Katherine L. Hoffman, C Vossen, …
Causal and Associational Language in Observational Health Research: A Systematic Evaluation
published2022 · American Journal of Epidemiology · 85 citations · first circulated 2021
with Noah Haber, Sarah Wieten, Julia M. Rohrer, Onyebuchi A. Arah, Peter W. G. Tennant, Eleanor J. Murray, Sophie Pilleron, Sze Tung Lam, Emily Riederer, Sarah J. Howcutt, Alison E. Simmons, Clémence Leyrat, …
Modeling to inform economy‐wide pandemic policy: Bringing epidemiologists and economists together
published2022 · Health Economics · 14 citations · first circulated 2021
with Michael Darden, David W. Dowdy, Lauren Gardner, Barton H. Hamilton, Karen Kopecky, Melissa A. Marx, Nicholas Papageorge, Daniel Polsky, Kimberly A. Powers, Matthew Zahn
Moving beyond the classic diferencein-diferences model: a simulation study comparing statistical methods for estimating efectiveness of state-level policies
published2022 · BMC Medical Research Methodology
with Beth Ann Grifn, Megan S. Schuler, Stephen W. Patrick, Elizabeth McNeer, Rosanna Smart, David Powell, Bradley D. Stein, Terry L. Schell, Rosalie Liccardo Pacula
Studying how state health services delivery policies can mitigate the effects of disasters on drug addiction treatment and overdose: Protocol for a mixed-methods study
published2021 · PLoS ONE · 6 citations
with Matthew D. Eisenberg, Alexander D. McCourt, Lainie Rutkow, Kayla N. Tormohlen, Michael Fingerhood, Luis Quintero, Sarah White, Emma E. McGinty
Moving beyond the classic difference-in-differences model: a simulation study comparing statistical methods for estimating effectiveness of state-level policies
published2021 · BMC Medical Research Methodology · 26 citations · first circulated 2020
with Beth Ann Griffin, Megan S. Schuler, Stephen W. Patrick, Elizabeth McNeer, Rosanna Smart, David Powell, Bradley D. Stein, Terry L. Schell, Rosalie Liccardo Pacula
Ten Rules for Conducting Retrospective Pharmacoepidemiological Analyses: Example COVID-19 Study
published2021 · Frontiers in Pharmacology · 5 citations · first circulated 2020
with Michael Powell, Allison Koenecke, James Brian Byrd, Akihiko Nishimura, Maximilian F. Konig, Ruoxuan Xiong, Sadiqa Mahmood, Vera Mucaj, Chetan Bettegowda, Liam Rose, Suzanne Tamang, Adam Sacarny, …
The effect of a constraint on the maximum number of controls matched to each treated subject on the performance of full matching on the propensity score when estimating risk differences
published2020 · Statistics in Medicine · 13 citations
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 Propensity Score Methods Versus Traditional Regression Analysis for the Evaluation of Observational Data: A Case Study Evaluating the Treatment of Gram-Negative Bloodstream Infections
Non-small cell lung cancer (NSCLC) case study examining whether results in a randomized control arm are replicated by a synthetic control arm (SCA).
published2019 · Journal of Clinical Oncology · 5 citations
with R Davi, Mark C. Chandler, Barbara Elashoff, Andrea Stern Ferris, Andrew Howland, David I. Lee, Antara Majumdar, Mark Stewart, Larry Strianese, Xiang Yin, Antoine Yver
Harms are assessed inconsistently and reported inadequately Part 2: nonsystematic adverse events
published2019 · Journal of Clinical Epidemiology · 119 citations
with Evan Mayo-Wilson, Nicole Fusco, Tianjing Li, Hwanhee Hong, Joseph K. Canner, Kay Dickersin, Lorenzo Bertizzolo, Terrie Cowley, Peter Doshi, Jeffrey T. Ehmsen, Gillian Gresham, Nan Guo, …
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
Causal Mediation Analysis With Observational Data: Considerations and Illustration Examining Mechanisms Linking Neighborhood Poverty to Adolescent Substance Use
published2018 · American Journal of Epidemiology · 45 citations
with Kara E. Rudolph, Dana E. Goin, Diana Paksarian, Rebecca Crowder, Kathleen R. Merikangas
Estimating the Economic Value of Information for Screening in Disseminating and Targeting Effective School-based Preventive Interventions: An Illustrative Example
published2017 · Administration and Policy in Mental Health and Mental Health Services Research · 3 citations
with Stephen S. Johnston, David S. Salkever, Nicholas S. Ialongo, Eric P. Slade
Identification of predicted individual treatment effects in randomized clinical trials
published2016 · Statistical Methods in Medical Research · 68 citations
with Andrea Lamont, Michael D. Lyons, Thomas Jaki, Daniel J. Feaster, Kukatharmini Tharmaratnam, Daniel L. Oberski, Hemant Ishwaran, Dawn K. Wilson, M Lee Van Horn
Job Strain and the Cortisol Diurnal Cycle in MESA: Accounting for Between-and Within-Day Variability
published2016 · American Journal of Epidemiology · 13 citations
with Kara E. Rudolph, Brisa N. Sánchez, Benjamin Greenberg, Kaori Fujishiro, Gary S. Wand, Sandi Shrager, Teresa E. Seeman, Ana V. Diez Roux, Sherita Hill Golden
Combining Propensity Score Methods and Complex Survey Data to Estimate Population Treatment Effects.
published2016 · Society for Research on Educational Effectiveness · 1 citations
with Nianbo Dong, David Lenis
no link
The Early Impact Of The ‘Alternative Quality Contract’ On Mental Health Service Use And Spending In Massachusetts
published2015 · Health Affairs · 35 citations
with Colleen L. Barry, Julie M. Donohue, Shelly F. Greenfield, Elena M. Kouri, Kenneth Duckworth, Zirui Song, Robert E. Mechanic, Michael E. Chernew, Haiden A. Huskamp
Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies
published2015 · Statistics in Medicine · 4360 citations
Assessing the Representativeness of Medical Expenditure Panel Survey Inpatient Utilization Data for Individuals With Psychiatric and Nonpsychiatric Conditions
published2015 · Medical Care Research and Review · 10 citations
with Eric P. Slade, Howard H. Goldman, Lisa B. Dixon, Brent Gibbons
The performance of inverse probability of treatment weighting and full matching on the propensity score in the presence of model misspecification when estimating the effect of treatment on survival outcomes
published2015 · Statistical Methods in Medical Research · 328 citations
Association between U.S. State AIDS Drug Assistance Program (ADAP) Features and HIV Antiretroviral Therapy Initiation, 2001–2009
published2013 · PLoS ONE · 32 citations
with David B. Hanna, Kate Buchacz, Kelly A. Gebo, Nancy A. Hessol, Michael A. Horberg, Lisa P. Jacobson, Gregory D. Kirk, Mari M. Kitahata, P. Todd Korthuis, Richard D. Moore, Sonia Napravnik, Pragna Patel, …
Using full matching to estimate causal effects in nonexperimental studies: Examining the relationship between adolescent marijuana use and adult outcomes.
Developing practical recommendations for the use of propensity scores: Discussion of ‘A critical appraisal of propensity score matching in the medical literature between 1996 and 2003’ by Peter Austin, Statistics in Medicine
published2008 · Statistics in Medicine · 117 citations
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.