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Activity Details

335 Tue, 8/1/2017, 10:30 AM - 12:20 PM CC-326
SPEED: Reliable Statistical Learning and Data Science — Contributed Speed
Section on Statistical Learning and Data Science , Section on Physical and Engineering Sciences , International Statistical Institute
Chair(s): Jacob Bien, Cornell University
The Poster portion will take place during Session 214591
10:35 AM Estimating an Inverse Mean Subspace Jiaying Weng ; Xiangrong Yin, University of Kentucky
10:40 AM Variable Selection on Functional Data Using Kernel Machine Haoyu Wang, North Carolina State University
10:45 AM Expected Conditional HSIC for Testing Independence Chenlu Ke ; Xiangrong Yin, University of Kentucky
10:50 AM Nonlinear Mixed-Effects Mixture Models for Clustering Longitudinal Data with an Application Chongshu Chen, University of Rochester
10:55 AM Coefficient Estimation and Hypothesis Testing on Interval-Valued Data Regression by Measurement Error Yaotong Cai, University of Georgia ; lynne Billard, University of Georgia
11:00 AM Quantifying Uncertainty in Latent Dirichlet Allocation Christine Chai, Duke University
11:05 AM Learning from Imbalanced Data: a Review of Some Existing Methodologies Josephine Akosa, Oklahoma State University ; Melinda McCann, Oklahoma State University
11:10 AM Tuning Variable Selection via Noise When Prediction Is Not the Primary Objective Eric Reyes, Rose-Hulman Institute of Technology ; Xiaomo Wang, Rose-Hulman Institute of Technology
11:15 AM A Simulation Study to Evaluate Variable Importance Measures in Random and Conditional Inference Forests with Imputation for Data with Missing and Correlated Predictors Hung-Wen Yeh ; Rayus Kuplicki, Laureate Institute for Brain Research ; Trang Le, University of Tulsa ; Martin P. Paulus, Laureate Institute for Brain Research
11:20 AM Sparse Network Tomography for Anomaly Detection Elizabeth Hou, University of Michigan ; Yason Yilmaz, University of South Florida ; Alfred Hero, University of Michigan
11:30 AM High-Dimensional Discriminant Analysis for Spatially Correlated Data Yingjie Li, Michigan State University ; Tapabrata Maiti, Michigan State University
11:40 AM Linear Combinations of Percentiles for Tests in the One Way Layout Yvonne Zubovic, Indiana University Purdue University Fort Wayne
11:45 AM Multivariate Functional Data Clustering with Automatic Variable Selection Zhongnan Jin ; Yili Hong, Virginia Tech ; Qingyu Yang, Department of Industrial and Systems Engineering Wayne State University
11:50 AM Robust Mode Detection Schemes in a Non-Stationary Environment Francois Alastair Marshall, Queen's University
11:55 AM Statistical Challenges in Materials Mechanics: Microstructure to Performance Scott Vander Wiel, Los Alamos National Laboratory
12:00 PM A New Multivariate Measure of Agreement in Method-Comparison Studies Sasiprapa Hiriote, Department of Statistics, Faculty of Science, SILPAKORN UNIVERSITY ; Vernon M Chinchilli, Department of Public Health Sciences, Penn State Hershey College of Medicine
12:05 PM Using Bandit Algorithms on Changing Reward Rates Jeffrey Roach, OpenMail
12:10 PM Supervised Binning Techniques for Predictive Modeling Zhen Zhang, C Spire ; Lei Zhang, Mississippi State Dept. of Health ; James Veillette, C Spire ; Kendell Churchwell, C Spire
12:15 PM Floor Discussion
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