Jason A. Roy, Ph.D.

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Associate Professor of Biostatistics in Biostatistics and Epidemiology at the Hospital of the University of Pennsylvania
Department: Biostatistics and Epidemiology
Graduate Group Affiliations

Contact information
Department of Biostatistics and Epidemiology
University of Pennsylvania Perelman School of Medicine
Room 618 Blockley Hall
423 Guardian Drive
Philadelphia, PA 19104
Office: 215-746-4225
Fax: 215-573-1050
B.S. (Actuarial Science and Economics)
Eastern Michigan University, 1995.
M.S. (Biostatistics)
University of Michigan, 1997.
Ph.D. (Biostatistics)
University of Michigan, 2000.
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Selected Publications

Stewart WF, Roy J, Sun J, Ebadollahi S: Clinical Utility of Machine Learning and Longitudinal EHR Data. in Machine Learning in Healthcare Informatics. Dua S, Acharya U, Dua P (eds.). Springer, Page: 209-227, 2014.

Luo L, Small D, Stewart WF, Roy, JA.: Methods for Estimating Kidney Disease Stage Transition Probabilities Using Electronic Medical Records. eGEMs (Generating Evidence & Methods to improve patient outcomes) 1(3): Article 6, 2014.

Li T, Hutfless S, Scharfstein DO, Daniels MJ, Hogan JW, Little RJ, Roy JA, Law AH, Dickersin K: Standards should be applied in the prevention and handling of missing data for patient-centered outcomes research: a systematic review and expert consensus. Journal of Clinical Epidemiology 67: 15-32, 2014.

NeugebauerR, Fireman B, Roy J, O'Connor PJ, Raeel MA, Nichols GA, Selby JV. : Super learning to avoid incorrect inference from arbitrary parametric assumptions in marginal structural modeling Journal of Clinical Epidemiology 66: S99-109, 2013.

O'Connor PJ, Neugebauer R, Fireman B, Roy J: Impact of specific glucose control strategies on microvascular and macrovascular outcomes in 58,000 adults with type 2 diabetes. Diabetes Care 2013.

Sauer BC, Brookhart MA, Roy J, Vanderweele T.: A review of covariate selection for non-experimental comparative effectiveness research. Pharmacoepidemiology & Drug Safety 2013.

Apter AJ, Wan F, Reisine S, Bogen DK, Rand C, Bender B, Bennett IM, Gonzalez R, Priolo C, Sonnad SS, Bryant-Stephens T, Ferguson M, Boyd RC, Ten Have T, Roy J.: Feasibility, acceptability, and preliminary effectiveness of patient advocates for improving adult asthma outcomes. Journal of Asthma 2013.

Stewart WF, Roy J, Lipton RB: Migraine Prevalence, Socio-Economic Status, and Social Causation. Neurology 81: 948-955, 2013.

Apter AJ, Wan F, Reisine S, Bender B, Rand C, Bogen DK, Bennett IM, Bryant-Stephens T, Roy J, Gonzalez R, Priolo C, Ten Have T, Morales KH.: The association of health literacy with adherence and outcomes in moderate-severe asthma. Journal of Allergy and Clinical Immunology 2013 Notes: accepted.

Small DS, Joffe MM, Lynch KG, Roy JA, Russell Localio A.: Tom Ten Have's contributions to causal inference and biostatistics: review and future research directions. Statistics in Medicine doi: 10.1002/sim.5708, 2013.

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Last updated: 06/12/2014
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