David Madigan

Research interests

Publications

• Comparative First-Line Effectiveness and Safety of ACE (Angiotensin-Converting Enzyme) Inhibitors and Angiotensin Receptor Blockers: A Multinational Cohort Study

  Hypertension · 2021 · 10.1161/hypertensionaha.120.16667

• Comparison of Cardiovascular and Safety Outcomes of Chlorthalidone vs Hydrochlorothiazide to Treat Hypertension

  JAMA Internal Medicine · 2020 · 10.1001/jamainternmed.2019.7454

• Association of Ticagrelor vs Clopidogrel With Net Adverse Clinical Events in Patients With Acute Coronary Syndrome Undergoing Percutaneous Coronary Intervention

  JAMA · 2020 · 10.1001/jama.2020.16167

• Comprehensive comparative effectiveness and safety of first-line antihypertensive drug classes: a systematic, multinational, large-scale analysis

  The Lancet · 2019 · 10.1016/s0140-6736(19)32317-7

• Empirical confidence interval calibration for population-level effect estimation studies in observational healthcare data

  Proceedings of the National Academy of Sciences · 2018 · 10.1073/pnas.1708282114

• Good practices for real‐world data studies of treatment and/or comparative effectiveness: Recommendations from the joint ISPOR‐ISPE Special Task Force on real‐world evidence in health care decision making

  Pharmacoepidemiology and Drug Safety · 2017 · 10.1002/pds.4297

• Good Practices for Real‐World Data Studies of Treatment and/or Comparative Effectiveness: Recommendations from the Joint ISPOR‐ISPE Special Task Force on Real‐World Evidence in Health Care Decision Making

  Value in Health · 2017 · 10.1016/j.jval.2017.08.3019

• Characterizing treatment pathways at scale using the OHDSI network

  Proceedings of the National Academy of Sciences · 2016 · 10.1073/pnas.1510502113

• Birth month affects lifetime disease risk: a phenome-wide method

  Journal of the American Medical Informatics Association · 2015 · 10.1093/jamia/ocv046

• Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model

  The Annals of Applied Statistics · 2015 · https://doi.org/10.1214/15-aoas848

• Interpreting observational studies: why empirical calibration is needed to correct p‐values

  Statistics in Medicine · 2013 · 10.1002/sim.5925

• Evaluating the Impact of Database Heterogeneity on Observational Study Results

  American Journal of Epidemiology · 2013 · 10.1093/aje/kwt010

• Novel Data-Mining Methodologies for Adverse Drug Event Discovery and Analysis

  Clinical Pharmacology & Therapeutics · 2012 · 10.1038/clpt.2012.50

• Large-Scale Bayesian Logistic Regression for Text Categorization

  Technometrics · 2007 · https://doi.org/10.1198/004017007000000245

• Bayesian indoor positioning systems

  · 2005 · 10.1109/infcom.2005.1498348

• Alternative Markov Properties for Chain Graphs

  Scandinavian Journal of Statistics · 2001 · 10.1111/1467-9469.00224

• Bayesian model averaging: a tutorial (with comments by M. Clyde, David Draper and E. I. George, and a rejoinder by the authors

  Statistical Science · 1999 · https://doi.org/10.1214/ss/1009212519

• Bayesian Model Averaging for Linear Regression Models

  Journal of the American Statistical Association · 1997 · 10.2307/2291462

• A characterization of Markov equivalence classes for acyclic digraphs

  The Annals of Statistics · 1997 · 10.1214/aos/1031833662

• Bayesian Model Averaging in Proportional Hazard Models: Assessing the Risk of a Stroke

  Journal of the Royal Statistical Society Series C (Applied Statistics) · 1997 · 10.1111/1467-9876.00082

• Statistical Themes and Lessons for Data Mining

  Data Mining and Knowledge Discovery · 1997 · 10.1023/a:1009773905005

• Statistical inference and data mining

  Communications of the ACM · 1996 · 10.1145/240455.240466

• Statistical inference and data mining

  Communications of the ACM · 1996 · 10.1145/240455.240466

• Bayesian Graphical Models for Discrete Data

  International Statistical Review · 1995 · https://doi.org/10.2307/1403615

• Model Selection and Accounting for Model Uncertainty in Graphical Models Using Occam's Window

  Journal of the American Statistical Association · 1994 · https://doi.org/10.1080/01621459.1994.10476894

Current projects

No projects listed.