David Madigan

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

Jennifer A. Hoeting, David Madigan, Adrian E. Raftery et al. · Statistical Science · 1999 · 4.2K citations · Full text

Computing, Data Science, Decision Sciences +15

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

David Madigan, Adrian E. Raftery · Journal of the American Statistical Association · 1994 · 1.2K citations

Natural Sciences, Biostatistics, Decision Sciences +17

Large-Scale Bayesian Logistic Regression for Text Categorization

Alexander Genkin, David Lewis, David Madigan · Technometrics · 2007 · 818 citations

Computing, Computer Science, Information Retrieval +16

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

Benjamin Letham, Cynthia Rudin, Tyler H. McCormick et al. · The Annals of Applied Statistics · 2015 · 777 citations · Full text

Computing, Cardiology, Computer Science +17

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

Marc L. Berger, Harold C. Sox, Richard J. Willke et al. · Value in Health · 2017 · 452 citations · Full text

Pharmacy, Health Policy, Pharmacoeconomics +17