Real-World Evidence, Causal Inference, and Machine Learning von Crown, William H.

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Potential Application of Machine Learning in Health Outcomes Research and Some Statistical Cautions von Crown, William H., PhD

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Comparative Effectiveness of Different Treatment Pathways for Opioid Use Disorder von Wakeman, Sarah E, Larochelle, Marc R, Ameli, Omid, Chaisson, Christine E, McPheeters, Jeffrey Thomas, Crown, William H, Azocar, Francisca, Sanghavi, Darshak M

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Deep neural network models for identifying incident dementia using claims and EHR datasets von Nori, Vijay S, Hane, Christopher A, Sun, Yezhou, Crown, William H, Bleicher, Paul A

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Propensity-Score Matching in Economic Analyses: Comparison with Regression Models, Instrumental Variables, Residual Inclusion, Differences-in-Differences, and Decomposition Methods von Crown, William H.

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Decomposition analysis as a framework for understanding heterogeneity of treatment effects in non‐randomized health care studies von Crown, William H.

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The Potential Role of Constrained Optimization Methods in Healthcare Decision Making von Crown, William H.

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How Can We Make More Rapid Progress in the Leveraging of Real-World Evidence by Regulatory Decision Makers? von Berger, Marc L., Crown, William

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Can Observational Analyses of Routinely Collected Data Emulate Randomized Trials? Design and Feasibility of the Observational Patient Evidence for Regulatory Approval Science and U... von Crown, William, Dahabreh, Issa J., Li, Xiaojuan, Toh, Sengwee, Bierer, Barbara

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Effect of Adherence to Oral Anticoagulants on Risk of Stroke and Major Bleeding Among Patients With Atrial Fibrillation von Yao, Xiaoxi, Abraham, Neena S., Alexander, G. Caleb, Crown, William, Montori, Victor M., Sangaralingham, Lindsey R., Gersh, Bernard J., Shah, Nilay D., Noseworthy, Peter A.

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Issues in the registration of database studies von Zarin, Deborah A., Crown, William H., Bierer, Barbara E.

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Real-World Evidence: Understanding Sources of Variability Through Empirical Analysis von Crown, William H., Bierer, Barbara E.

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Analysis of economic and educational spillover effects in PEPFAR countries von Crown, William, Hariharan, Dhwani, Kates, Jennifer, Gaumer, Gary, Jordan, Monica, Hurley, Clare, Luan, Yiqun, Nandakumar, Allyala

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Applying Dynamic Simulation Modeling Methods in Health Care Delivery Research—The SIMULATE Checklist: Report of the ISPOR Simulation Modeling Emerging Good Practices Task Force von Marshall, Deborah A., PhD, Burgos-Liz, Lina, MSc, MPH, BSc Ind Eng, IJzerman, Maarten J., PhD, Osgood, Nathaniel D., BS, MS, PhD, Padula, William V., PhD, MS, Higashi, Mitchell K., PhD, Wong, Peter K., PhD, MS, MBA, RPh, Pasupathy, Kalyan S., PhD, Crown, William, PhD

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Specification Issues in a Big Data Context: Controlling for the Endogeneity of Consumer and Provider Behaviours in Healthcare Treatment Effects Models von Crown, William H.

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Underutilization of BRCA1/2 testing to guide breast cancer treatment: Black and Hispanic women particularly at risk von Levy, Douglas E, Byfield, Stacey D, Comstock, Catherine B, Garber, Judy E, Syngal, Sapna, Crown, William H, Shields, Alexandra E

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Improving transparency to build trust in real‐world secondary data studies for hypothesis testing—Why, what, and how: recommendations and a road map from the real‐world evidence tr... von Orsini, Lucinda S., Monz, Brigitta, Mullins, C. Daniel, Van Brunt, David, Daniel, Gregory, Eichler, Hans‐Georg, Graff, Jennifer, Guerino, John, Berger, Marc, Lederer, Nirosha M., Jonsson, Pall, Schneeweiss, Sebastian, Wang, Shirley V., Crown, William, Goettsch, Wim, Willke, Richard J.

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Analysis of maternal and child health spillover effects in PEPFAR countries von Gaumer, Gary, Crown, William H, Kates, Jennifer, Luan, Yiqun, Hariharan, Dhwani, Jordan, Monica, Hurley, Clare L, Nandakumar, Allyala

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Constrained Optimization Methods in Health Services Research—An Introduction: Report 1 of the ISPOR Optimization Methods Emerging Good Practices Task Force von Crown, William, PhD, Buyukkaramikli, Nasuh, PhD, Thokala, Praveen, PhD, Morton, Alec, PhD, Sir, Mustafa Y., PhD, Marshall, Deborah A., PhD, Tosh, Jon, PhD, Padula, William V., PhD, MS, Ijzerman, Maarten J., PhD, Wong, Peter K., PhD, MS, MBA, RPh, Pasupathy, Kalyan S., PhD

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Selecting a Dynamic Simulation Modeling Method for Health Care Delivery Research—Part 2: Report of the ISPOR Dynamic Simulation Modeling Emerging Good Practices Task Force von Marshall, Deborah A., PhD, Burgos-Liz, Lina, MSc, MPH, BSc Ind Eng, IJzerman, Maarten J., PhD, Crown, William, PhD, Padula, William V., PhD, MS, Wong, Peter K., PhD, MS, MBA, RPh, Pasupathy, Kalyan S., PhD, Higashi, Mitchell K., PhD, Osgood, Nathaniel D., BS, MS, PhD

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