A. James O'Malley

A. James O'Malley, PhD

Professor of The Dartmouth Institute, Professor of Biomedical Data Science, Dartmouth Geisel School of Medicine
The Dartmouth Institute Geisel School of Medicine at Dartmouth 35 Centerra Parkway Lebanon, NH 03766

A. James O'Malley, PhD, is a Professor of The Dartmouth Institute and Professor of Biomedical Data Science at the Dartmouth Geisel School of Medicine. His methodological research interests have centered on the design and analysis of medical device clinical trials, multivariate-hierarchical modeling, causal inference and social network analysis. Dr. O'Malley has developed novel statistical methods, often involving novel use of Bayesian statistics, to solve important methodological and applied problems in health policy and health services research, including the evaluation of treatments and quality of care in multiple areas of medicine. He continues to look at problems from multiple lenses including statistical, health policy, medical, epidemiological, and sociological perspectives. For future research, Dr. O'Malley expects to continue working on methodological problems in causal inference (comparative effectiveness research), hierarchical-multivariate modeling, social network analysis, and Bayesian analysis with specific problems often at the intersection of two or more of these areas.

2011 Mid-Career Excellence Award, American Statistical Association Health Policy Statistics Section

2012 Elected Fellow, American Statistical Association for “novel use of Bayesian statistics, multivariate-hierarchical modeling, causal inference and social network analysis to solve problems in health policy and health services research, for improving evaluation of treatments and quality of health care, and for leadership in health policy statistics.”

Likelihood methods for treatment-noncompliance and subsequent nonresponse in randomized trials

Biometrics
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Comparison of Thrombosis and Restenosis Risk from Stent Length of Sirlimus-Eluting Stents Versus Bare Metal Stents
Authors: Mauri L, O’Malley AJ, Popma JJ, et al.
American Journal of Cardiology
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Relationship of Late Loss in Lumen Diameter to Coronary Restenosis in Sirolimus-Eluting Stents
Authors: Mauri L, Orav EJ, O’Malley AJ, et al.
Circulation
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Covariate adjustment in clinical trials with non-ignorable missing data and non-compliance
Authors: Levy DE, O’Malley AJ and Normand S-LT
Statistics in Medicine
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Effects of Stent Length and Lesion Length on Coronary Restenosis
Authors: Mauri L, O’Malley AJ, Cutlip DE, et al.
American Journal of Cardiology
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Weathering of painted wood construction: Façade restoration
Authors: Hunt MO, O’Malley AJ, Feist WC, et al.
Forest Products Journal
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Bayesian Measures of the Minimum Detectable Concentration of an Immunoassay
Authors: O’Malley AJ and Deely JJ
Australian and New Zealand Journal of Statistics
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Application of models for multivariate mixed outcomes to medical device trials: Coronary artery stenting
Authors: O’Malley AJ, Normand SLT and Kuntz RE
Statistics in Medicine
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Statistics: Keeping pace with the medical technology revolution

Chance
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Sample size calculation for a historically-controlled clinical trial with adjustment with covariates
Authors: O’Malley AJ, Normand S-LT and Kuntz RE
Journal of Biopharmaceutical Statistics
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