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Observational Health Data Sciences and Informatics (OHDSI): Opportunities for Observational Researchers.

, , , , , , , , , , , , , , , , and . MedInfo, volume 216 of Studies in Health Technology and Informatics, page 574-578. IOS Press, (2015)

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Model Selection and Accounting for Model Uncertainty in Graphical Models Using Occam's Window, and . Journal of the American Statistical Association, 89 (428): 1535--1546 (1994)On the relation between conditional independence models determined by finite distributive lattices and by directed acyclic graphs, , , and . Journal of Statistical Planning and Inference, 48 (1): 25--46 (Nov 1, 1995)Large-Scale Bayesian Logistic Regression for Text Categorization, , and . Technometrics, (August 2007)An Alternative Markov Property for Chain Graphs, , and . CoRR, (2013)Constructing informative prior distributions from domain knowledge in text classification., , , , and . SIGIR, page 493-500. ACM, (2006)Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model, , , and . (2015)cite arxiv:1511.01644Comment: Published at http://dx.doi.org/10.1214/15-AOAS848 in the Annals of Applied Statistics (http://www.imstat.org/aoas/) by the Institute of Mathematical Statistics (http://www.imstat.org).DIMACS at the TREC 2004 Genomics Track., , , , , , and . TREC, volume 500-261 of NIST Special Publication, National Institute of Standards and Technology (NIST), (2004)Experimental Analysis of Sequential Decision Making Algorithms for Port of Entry Inspection Procedures., , , , and . ISI, volume 3975 of Lecture Notes in Computer Science, page 319-330. Springer, (2006)Hierarchical models for multiple, rare outcomes using massive observational healthcare databases., , , , and . Stat. Anal. Data Min., 9 (4): 260-268 (2016)Statistical Themes and Lessons for Data Mining., , , and . Data Min. Knowl. Discov., 1 (1): 11-28 (1997)