University of Pennsylvania (from arXiv:2003.11181, 2020) · ORCID · OpenAlex
63 papers in scope · 61 published · 2 on the econ.EM arXiv · 1,835 citations · h-index 18 (over the papers listed here)
Papers
(2 of 63)
Using routinely collected data for research purposes: challenges and mitigation strategies
published2026 · BMJ · 1 citations
with S Hoffmann, Tim Morris, Moritz Herrmann, Georg Heinze, Laure Wynants, B Van Calster, Bernd Bischl, Matthias Schmid, Tim Mathes, Florian Naudet, Frank E. Harrell, Mona Niethammer, …
Data validation in multinational observational studies with error-prone data: applying an optimal validation sampling strategy in a study of Kaposi sarcoma and HIV
published2025 · American Journal of Epidemiology · 2 citations
with Gustavo Amorim, Joshua Slone, Aggrey Semeere, Lameck Diero, Larissa Otero, Brenda Crabtree-Ramírez, Ran Tao, Stephany N. Duda, Beverly Musick, Constantin Yiannoutsos, Thomas Lumley, Bryan E. Shepherd, …
Opening the DOOR to More Informative Hospital Trials by Ranking Treatment Experiences
published2025 · Annals of the American Thoracic Society
with Tessa L. Steel, Katharine A. Bradley, Nicholas J. Johnson, Kevin A. Hallgren, Theresa E. Matson, Jennifer F. Bobb, Nicholas A. Bosch, Majid Afshar, Ellen L. Burnham, Catherine L. Hough, Juliana Tolles
Proceedings of the University of Pennsylvania 16th annual conference on statistical issues in clinical trials: Optimizing dose selection across the clinical trials spectrum
High-dimensional multiple imputation for partially observed confounders including natural language processing–derived auxiliary covariates
published2025 · American Journal of Epidemiology · 4 citations · first circulated 2024
with Janick Weberpals, Kueiyu Joshua Lin, Richard Wyss, Joseph M. Plasek, Li Zhou, Kerry Ngan, Thomas Deramus, Sudha R. Raman, Bradley G. Hammill, Hana Lee, Sengwee Toh, John G. Connolly, …
Analyzing missingness patterns in real-world data using the SMDI toolkit: application to a linked EHR-claims pharmacoepidemiology study
published2024 · BMC Medical Research Methodology · 5 citations
with Sudha R. Raman, Bradley G. Hammill, Hana Lee, Sengwee Toh, John G. Connolly, Kimberly J. Dandreo, Vinit Nalawade, Fang Tian, Wei Liu, Jie Li, José J. Hernández-Muñoz, Robert J. Glynn, …
with Janick Weberpals, Sudha R. Raman, Hana Lee, Massimiliano Russo, Bradley G. Hammill, Sengwee Toh, John G. Connolly, Kimberly J. Dandreo, Fang Tian, Wei Liu, Jie Li, José J. Hernández-Muñoz, …
smdi: an R package to perform structural missing data investigations on partially observed confounders in real-world evidence studies
published2024 · JAMIA Open · 12 citations
with Janick Weberpals, Sudha R. Raman, Hana Lee, Bradley G. Hammill, Sengwee Toh, John G. Connolly, Kimberly J. Dandreo, Fang Tian, Wei Liu, Jie Li, José J. Hernández-Muñoz, Robert J. Glynn, …
Publisher Correction: Quantifying and correcting bias due to outcome dependent self-reported weights in longitudinal study of weight loss interventions
published2023 · Scientific Reports · 1 citations
with Jiayi Tong, Rui Duan, Ruowang Li, Chongliang Luo, Jason H. Moore, Jingsan Zhu, Gary D. Foster, Kevin G. Volpp, William S. Yancy, Yong Chen
An augmented likelihood approach for the Cox proportional hazards model with interval-censored auxiliary and validated outcome data—with application to the Hispanic Community Health Study/Study of Latinos
published2023 · Statistical Methods in Medical Research · 1 citations
STRATOS guidance document on measurement error and misclassification of variables in observational epidemiology: Part 1—Basic theory and simple methods of adjustment
published2020 · Statistics in Medicine · 177 citations
with Ruth H. Keogh, Paul Gustafson, Raymond J. Carroll, Veronika Deffner, Kevin W. Dodd, Helmut Küchenhoff, Janet A. Tooze, Michael P. Wallace, Victor Kipnis, Laurence S. Freedman
STRATOS guidance document on measurement error and misclassification of variables in observational epidemiology: Part 2—More complex methods of adjustment and advanced topics
published2020 · Statistics in Medicine · 126 citations
with Paul Gustafson, Raymond J. Carroll, Veronika Deffner, Kevin W. Dodd, Ruth H. Keogh, Victor Kipnis, Janet A. Tooze, Michael P. Wallace, Helmut Küchenhoff, Laurence S. Freedman
Applying Recovery Biomarkers to Calibrate Self-Report Measures of Energy and Protein in the Hispanic Community Health Study/Study of Latinos
published2015 · American Journal of Epidemiology · 65 citations
with Yasmin Mossavar-Rahmani, William W. Wong, Daniela Sotres-Alvarez, Marc D. Gellman, Linda Van Horn, Mark Stoutenberg, Martha L. Daviglus, Judith Wylie-Rosett, Anna Maria Siega-Riz, Fang-Shu Ou, Ross L. Prentice, Fang Shu Ou, …
with Todd A. Jusko, Claudia A. Snijder, Frank H. Pierik, Holger M. Koch, Russ Hauser, Vincent W. V. Jaddoe, Alex Burdorf, Albert Hofman, Johan P. Mackenbach, Eric A.P. Steegers, Henning Tiemeier, Matthew P. Longnecker, …
Biomarker-calibrated Energy and Protein Consumption and Increased Cancer Risk Among Postmenopausal Women
published2009 · American Journal of Epidemiology · 97 citations
with R. L. Prentice, Sheila Bingham, Shirley A.A. Beresford, Bette J. Caan, Marian L. Neuhouser, Ruth E. Patterson, Marcia L. Stefanick, Suzanne Satterfield, Cynthia A. Thomson, Linda Snetselaar, Aaron J. Thomas, Lesley F. Tinker, …
Use of Recovery Biomarkers to Calibrate Nutrient Consumption Self-Reports in the Women's Health Initiative
published2008 · American Journal of Epidemiology · 353 citations
with Marian L. Neuhouser, Lesley F. Tinker, Dale A. Schoeller, Sheila Bingham, Linda Van Horn, Shirley A.A. Beresford, Bette J. Caan, Cynthia A. Thomson, Suzanne Satterfield, Lewis H. Kuller, Gerardo Heiss, Ellen Smit, …
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.