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544 * Wed, 8/7/2013, 10:30 AM - 12:20 PM CC-514c
Machine Learning and Data Mining for Complex Data — Contributed Papers
Section on Statistical Learning and Data Mining , Section on Statistical Computing , Korean International Statistical Society
Chair(s): Sunyoung Shin, The University of North Carolina Chapel Hill
10:35 AM Mixed Effects Trees and Random Forests for Clustered Data Ahlem Hajjem, ESG UQAM ; François Bellavance, HEC Montréal ; Denis Larocque, HEC Montréal
10:50 AM Structured Learning via Alternating Linearization Xiaodong Lin, Rutgers University ; Minh Pham, Rutgers University ; Andrzej Ruszczynski, Rutgers University
11:05 AM Branching Out with Level Set Trees: Generalizing Beyond Densities and Enabling Interactive Data Analysis Brian P. Kent, Carnegie Mellon University Department of Statistics ; Alessandro Rinaldo, Carnegie Mellon University ; Timothy Verstynen, Carnegie Mellon University Dept of Psychology and Ctr for the Neural Basis of Cognition
11:20 AM Data Mining Heterogeneity of Treatment Effects on Patients with the Metabolic Syndrome — Hua Fang, Umass Medical School ; Jin Wang, UMass Dartmouth ; Bruce Barton, University of Massachusetts Medical School ; Honggang Wang, University of Massachusetts Dartmouth ; Yunsheng Ma, University of Massachusetts Medical School
11:35 AM Predicting Glaucoma Progression Using Random Forest Based on Correlated Binary Outcome and Longitudinal Covariates Juanjuan Fan, San Diego State University ; Lucie Sharpsten, San Diego State University ; Xiaogang Su, University of Alabama ; Shaban Demirel, Devers Eye Institute ; Richard A. Levine, San Diego State University
11:50 AM Using Distance Correlation and SS-ANOVA to Assess Associations of Familial Relationships, Lifestyle Factors, Diseases, and Mortality Jing Kong, Department of Statistics, University of Wisconsin - Madison ; Barbara Klein, Department of Ophthalmology, University of Wisconsin - Madison ; Ronald Klein, Department of Ophthalmology, University of Wisconsin - Madison ; Kristine Lee, University of Wisconsin - Madison ; Grace Wahba, Department of Statistics, University of Wisconsin - Madison
12:05 PM Floor Discussion



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