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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)

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An Alternative Markov Property for Chain Graphs, , and . CoRR, (2013)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)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)On Retrieval Properties of Samples of Large Collections., , and . AISTATS, Society for Artificial Intelligence and Statistics, (2003)On Test Selection Strategies for Belief Networks., and . AISTATS, page 89-98. Springer, (1995)