← All authors Sherri Rose Department of Health (from arXiv:2602.04092, 2026) · ORCID · OpenAlex
52 papers in scope · 51 published · 2 on the econ.EM arXiv · 3,136 citations · h-index 24 (over the papers listed here)
Papers (2 of 52)
A Microsimulation-Based Approach for Mitigating Societal Bias in Chronic Kidney Disease Data
published 2026 · Medical Decision Making
with Agata Foryciarz, Fernando Alarid-Escudero, Gabriela Basel, Marika Cusick, Robert L Phillips, Andrew Bazemore, Alyce S. Adams
A Novel Decision-Modeling Framework for Health Policy Analyses When Outcomes Are Influenced by Social and Disease Processes
published 2026 · Medical Decision Making · first circulated 2025
with Marika Cusick, Fernando Alarid-Escudero, Jeremy D. Goldhaber-Fiebert
working paper 2026 · arXiv
Causal modeling of chronic kidney disease in a participatory framework for informing the inclusion of social drivers in health algorithms
published 2026 · Journal of the American Medical Informatics Association · first circulated 2025
with Agata Foryciarz, Neha Srivathsa, Oshra Sedan, Lisa G. Rosas
Algorithms to Improve Fairness in Medicare Risk Adjustment
published 2025 · JAMA Health Forum · 1 citations
Clinical research reporting paradigms may incompletely describe participant identities
published 2024 · American Journal of Epidemiology
Bias-Adjusted Predictions of County-Level Vaccination Coverage from the COVID-19 Trends and Impact Survey
published 2023 · Medical Decision Making · 1 citations · first circulated 2022
with Marissa B Reitsma, Alex Reinhart, Jeremy D. Goldhaber-Fiebert, Joshua A. Salomon
Conditional Cross-Design Synthesis Estimators for Generalizability in Medicaid
published 2023 · Biometrics · 2 citations · first circulated 2021
Many Clinicians Implement Digital Equity Strategies To Treat Opioid Use Disorder
published 2023 · Health Affairs · 13 citations
with Lori Uscher-Pines, Lauren Riedel, Ateev Mehrotra, Alisa B. Busch, Haiden A. Huskamp
A Review of Generalizability and Transportability
published 2022 · Annual Review of Statistics and Its Application · 287 citations · first circulated 2021
with Irina Degtiar
Uncertainty in lung cancer stage for survival estimation via set‐valued classification
published 2022 · Statistics in Medicine · 3 citations · first circulated 2021
with Savannah Bergquist, Gabriel A. Brooks, Mary Beth Landrum, Nancy L. Keating
Revisiting performance metrics for prediction with rare outcomes
published 2021 · Statistical Methods in Medical Research · 32 citations
with Samrachana Adhikari, Sharon-Lise T. Normand, Jordan P. Bloom, David M. Shahian
Improving the Performance of Risk Adjustment Systems
published 2021 · American Journal of Health Economics · 28 citations · first circulated 2020
Considerations Across Three Cultures: Parametric Regressions, Interpretable Algorithms, and Complex Algorithms
published 2021 · Observational Studies
with Ani Eloyan
Discussion on “Approval policies for modifications to machine learning‐based software as a medical device: A study of biocreep” by Jean Feng, Scott Emerson, and Noah Simon
published 2020 · Biometrics · 1 citations
A conversation with Sherri Rose, winner of the 2020 health policy statistics section mid-career award
published 2020 · Health Services and Outcomes Research Methodology · 1 citations
Fair regression for health care spending
published 2019 · Biometrics · 58 citations
with Anna Zink
Machine learning for causal inference in Biostatistics
published 2019 · Biostatistics · 11 citations
with Dimitris Rizopoulos
Impact of an Episode-Based Payment Initiative by Commercial Payers in Arkansas on Procedure Volume: an Observational Study
published 2019 · Journal of General Internal Medicine · 4 citations
with Julius Chen, Michael E. Chernew, A. Mark Fendrick, Joseph W. Thompson
Considerations for outcome‐dependent biased sampling in health databases
published 2019 · Statistics in Medicine · 3 citations
Reflection on modern methods: when worlds collide—prediction, machine learning and causal inference
published 2019 · International Journal of Epidemiology · 101 citations
with Tony Blakely, John Lynch, Koen Simons, Rebecca Bentley
Data transformations to improve the performance of health plan payment methods
published 2019 · Journal of Health Economics · 27 citations · first circulated 2018
published 2019 · The American Statistician · 43 citations · first circulated 2018
How Is Telemedicine Being Used In Opioid And Other Substance Use Disorder Treatment?
published 2018 · Health Affairs · 153 citations
with Haiden A. Huskamp, Alisa B. Busch, Jeffrey Souza, Lori Uscher-Pines, Andrew D. Wilcock, Bruce E. Landon, Ateev Mehrotra
Sample Selection for Medicare Risk Adjustment Due to Systematically Missing Data
published 2018 · Health Services Research · 2 citations
Double Robust Estimation for Multiple Unordered Treatments and Clustered Observations: Evaluating Drug-Eluting Coronary Artery Stents
published 2018 · Biometrics · 16 citations
with Sharon-Lise T. Normand
Effects of episode-based payment on health care spending and utilization: Evidence from perinatal care in Arkansas
published 2018 · Journal of Health Economics · 30 citations · first circulated 2017
with Caitlin Carroll, Michael E. Chernew, A. Mark Fendrick, Joe Thompson
Robust Machine Learning Variable Importance Analyses of Medical Conditions for Health Care Spending
published 2018 · Health Services Research · 18 citations
Prediction of absolute risk of acute graft-versus-host disease following hematopoietic cell transplantation
published 2018 · PLoS ONE · 31 citations
Implications of family risk pooling for individual health insurance markets
published 2017 · Health Services and Outcomes Research Methodology · 1 citations
Insurance Transitions and Changes in Physician and Emergency Department Utilization: An Observational Study
published 2017 · Journal of General Internal Medicine · 36 citations
Rapid Growth In Mental Health Telemedicine Use Among Rural Medicare Beneficiaries, Wide Variation Across States
published 2017 · Health Affairs · 165 citations
with Ateev Mehrotra, Haiden A. Huskamp, Jeffrey Souza, Lori Uscher-Pines, Bruce E. Landon, Anupam B. Jena, Alisa B. Busch
Computational health economics for identification of unprofitable health care enrollees
published 2017 · Biostatistics · 24 citations
with Savannah Bergquist, Timothy Layton
Lower-Versus Higher-Income Populations In The Alternative Quality Contract: Improved Quality And Similar Spending
published 2017 · Health Affairs · 22 citations
Targeted Maximum Likelihood Estimation for Causal Inference in Observational Studies
published 2016 · American Journal of Epidemiology · 405 citations
with Megan S. Schuler
Assessing Hospital Performance After Percutaneous Coronary Intervention Using Big Data
published 2016 · Circulation Cardiovascular Quality and Outcomes · 20 citations
with Jacob V. Spertus, Sharon-Lise T. Normand, Robert Wolf, Matt Cioffi, Ann Lovett
A conversation with Elizabeth A. Stuart
published 2016 · Health Services and Outcomes Research Methodology · 1 citations
Risk-Adjustment Simulation: Plans May Have Incentives To Distort Mental Health And Substance Use Coverage
published 2016 · Health Affairs · 54 citations
Variation In Accountable Care Organization Spending And Sensitivity To Risk Adjustment: Implications For Benchmarking
published 2016 · Health Affairs · 42 citations
with Alan M. Zaslavsky, J. Michael McWilliams
The relationship between non-communicable disease occurrence and poverty—evidence from demographic surveillance in Matlab, Bangladesh
published 2016 · Health Policy and Planning · 37 citations
with Andrew J. Mirelman, Jahangir Khan, Sayem Ahmed, David H. Peters, Louis Niessen, Antonio J. Trujillo
Matching and Imputation Methods for Risk Adjustment in the Health Insurance Marketplaces
published 2015 · Statistics in Biosciences · 9 citations
Targeted Learning for Pre-Analysis Plans in Public Health and Health Policy Research
published 2015 · Observational Studies · 3 citations
Health Care Spending, Utilization, and Quality 8 Years into Global Payment
published 2014 · New England Journal of Medicine · 240 citations
A Double Robust Approach to Causal Effects in Case-Control Studies
published 2014 · American Journal of Epidemiology · 24 citations
with Mark van der Laan
Rose and van der Laan Respond to "Some Advantages of the Relative Excess Risk due to Interaction"
published 2014 · American Journal of Epidemiology · 3 citations
with Mark van der Laan
Mortality Risk Score Prediction in an Elderly Population Using Machine Learning
published 2013 · American Journal of Epidemiology · 200 citations
Implementation of G-Computation on a Simulated Data Set: Demonstration of a Causal Inference Technique
published 2011 · American Journal of Epidemiology · 537 citations
with Jonathan M. Snowden, Kathleen Mortimer
Rose et al. Respond to "G-Computation and Standardization in Epidemiology"
published 2011 · American Journal of Epidemiology · 4 citations
with Jonathan M. Snowden, Kathleen Mortimer
A Targeted Maximum Likelihood Estimator for Two-Stage Designs
published 2011 · The International Journal of Biostatistics · 47 citations
with Mark J. van der Laan
Finding quantitative trait loci genes with collaborative targeted maximum likelihood learning
published 2010 · Statistics & Probability Letters · 26 citations
with Hui Wang, Mark J. van der Laan
Why Match? Investigating Matched Case-Control Study Designs with Causal Effect Estimation
published 2009 · The International Journal of Biostatistics · 298 citations
with Mark J. van der Laan
Simple Optimal Weighting of Cases and Controls in Case-Control Studies
published 2008 · The International Journal of Biostatistics · 72 citations
with Mark J. van der Laan
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