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Legend: Palais des congrès de Montréal = CC, Le Westin Montréal = W, Intercontinental Montréal = I
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Activity Details

368 Tue, 8/6/2013, 10:30 AM - 12:20 PM CC-516c
Methods and Applications in High-Dimensional Data, Part 1 — Contributed Papers
Section on Statistical Learning and Data Mining , Biometrics Section
Chair(s): J. S. Marron, The University of North Carolina
10:35 AM Delving into Megadata: Evolving Challenges Turkan Gardenier, Pragmatica Corp. ; John Stark Gardenier, Independent
10:40 AM Composite Large-Margin Classifiers with Latent Subclasses Guanhua Chen, The University of North Carolina at Chapel Hill ; Yufeng Liu, The University of North Carolina ; Michael R. Kosorok, The University of North Carolina-Chapel Hill
10:45 AM A Robust Likelihood Ratio Test for Testing Equal Means in the Presence of Unequal Variance Achut Adhikari, University of Northern Colorado
10:50 AM Simultaneous Sparse Estimation of Canonical Vectors in the P>>N Setting Irina Gaynanova, Cornell University ; James Booth, Cornell University ; Martin T Wells, Cornell University
11:00 AM Creating Gains Tables and Lift Charts Using R Craig Rolling, University of Minnesota
11:10 AM SPReM: Sparse Projection Regression Model for High-Dimensional Linear Regression Qiang Sun, The University of North Carolina-Chapel Hill ; Hongtu Zhu, UNC-Chapel Hill ; Yufeng Liu, The University of North Carolina ; Joseph G. Ibrahim, The University of North Carolina at Chapel Hill
11:15 AM Locally Epistatic Relationship Matrices for Genome-Wide Association and Prediction Deniz Akdemir, Cornell University
11:20 AM Variable Selection for Big Data via Bagging Adaptive Lasso and Precision Shrinking Cory Lanker, Iowa State University of Science and Technology ; Wen Zhou, Iowa State University ; Max Morris, Iowa State University ; Stephen Bruce Vardeman, Iowa State University ; Huaiqing Wu, Iowa State University
11:30 AM A Multivariate Single Index Model for Longitudinal Data with Application in Clinical Investigation Jingwei Wu, Indiana University, School of Medicine, Department of Biostatistics ; Wanzhu Tu, Indiana University School of Medicine
11:35 AM Overall Power Calculation for High-Dimensional Design Yueh-Yun Chi, University of Florida ; Matthew J. Gribbin, MedImmune ; Jacqueline J Johnson, The University of North Carolina ; Keith E. Muller, University of Florida
11:40 AM Clustering to Strengthen a Categorical Instrument Douglas Lehmann, University of Michigan ; Yun Li, University of Michigan ; Yi Li, University of Michigan
11:45 AM Variable Selection for High-Dimensional Multivariate Outcomes Tamar Sofer, Harvard School of Public Health ; Lee Dicker, Rutgers University ; Tamar Sofer, Harvard School of Public Health
11:50 AM Empirical Bayesian Incorporation of Method Selection Into Massive Multiple Testing Analyses Stanley Pounds, St. Jude Children's Research Hospital ; Cuilan L. Gao, University of Tennessee in Chattanooga ; Shesh Nath Rai, University of Louisville ; Demba Fofana, University of Memphis
11:55 AM Manifold Regression for Functional Data Andrew Farris, UC Davis ; Hans-Georg G. Müller, University of California, Davis
12:00 PM Domain-Interaction Functional Regression Models for Functions with Varying Domains Jonathan Gellar, Johns Hopkins Bloomberg School of Public Health ; Elizabeth Colantuoni, Johns Hopkins Bloomberg School of Public Health ; Dale Needham, Johns Hopkins School of Medicine ; Ciprian M. Crainiceanu, The Johns Hopkins University
12:05 PM Risk Prediction from Electronic Health Record Data: A Naïve Bayes Approach Julian Wolfson, University of Minnesota
12:10 PM A Flexible Correlation Structure for Joint Modeling of Multivariate Ordinal Medication Adherence Data Abdus Wahed, University of Pittsburgh ; Zhen Jiang, Food and Drug Adminstration
12:15 PM Identifying Epigenomic Biomarkers for Anticancer Drug Responses by Integrating Gene Expression and DNA Methylation Profiles Zhibao Mi, VA ; Kui Shen, Department of Obstetrics, Gynecology & Reproductive Sciences, University of Pittsburgh ; Nan Song, the NSABP Foundation, Inc.

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