David Madigan

12 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-9754-1011

Publications

• The Factorized Self-Controlled Case Series Method: An Approach for Estimating the Effects of Many Drugs on Many Outcomes — Journal of Machine Learning Research 2016 (name-matched, not ORCID-linked)
• Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model — The Annals of Applied Statistics 2015
• Learning Theory Analysis for Association Rules and Sequential Event Prediction — Journal of Machine Learning Research 2013 (name-matched, not ORCID-linked)
• Bayesian hierarchical rule modeling for predicting medical conditions — The Annals of Applied Statistics 2012
• Algorithms for Sparse Linear Classifiers in the Massive Data Setting — Journal of Machine Learning Research 2008 (name-matched, not ORCID-linked)
• Correction: Separation and completeness properties for AMP chain graph Markov models — The Annals of Statistics 2003
• Separation and Completeness Properties for Amp Chain Graph Markov Models — The Annals of Statistics 2001
• A characterization of Markov equivalence classes for acyclic digraphs — The Annals of Statistics 1997
• Bayesian methods for estimation of the size of a closed population — Biometrika 1997 (name-matched, not ORCID-linked)
• Bayesian Model Averaging for Linear Regression Models — Journal of the American Statistical Association 1997 (name-matched, not ORCID-linked)
• Model Selection and Accounting for Model Uncertainty in Graphical Models Using Occam's Window — Journal of the American Statistical Association 1994
• An extension of the results of Asmussen and Edwards on collapsibility in contingency tables — Biometrika 1990