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Sessions Were Renumbered as of May 19.

CC-W = McCormick Place Convention Center, West Building,   CC-N = McCormick Place Convention Center, North Building
H = Hilton Chicago,   UC= Conference Chicago at University Center
* = applied session       ! = JSM meeting theme

Activity Details

249 Mon, 8/1/2016, 2:00 PM - 3:50 PM CC-W186a
Regularization and Prediction in Time Series and Longitudinal Models — Contributed Papers
Section on Statistical Learning and Data Science
Chair(s): Chuck Kincaid, Experis
2:05 PM Joint Modeling of Correlated Binary Response and Longitudinal Covariates via Random Forest Applied to Glaucoma Progression Prediction Juanjuan Fan, San Diego State University ; Lucie Sharpsten, United Health Group ; Xiaogang Su, The University of Texas at El Paso ; Shaban Demirel, Devers Eye Institute ; Richard Levine, San Diego State University
2:20 PM Data Representation and Pattern Recognition in Financial Time Series Seunghye Jung Wilson, George Mason University ; James E. Gentle, George Mason University
2:35 PM Estimation of Multi-Granger Network Causal Models Andrey Skripnikov, University of Florida ; George Michailidis, University of Florida
2:50 PM High-Dimensional Regularized Estimation in Time Series Under Mixing Conditions Kam Chung Wong, University of Michigan ; Ambuj Tewari, University of Michigan ; Zifan Li, University of Michigan
3:05 PM Next-Generation Flow Field Forecasting: Organizing and Searching Historical Time Series Data Using CART Kyle Caudle, South Dakota School of Mines and Technology ; Michael Frey, Bucknell University ; Patrick Fleming, South Dakota School of Mines and Technology
3:20 PM Longitudinal Network Prediction with Applications to Network-Based Interventions Ravi Goyal, Mathematica Policy Research
3:35 PM Applications of Machine Learning in Environmetrics: Detecting Dynamic Trend-Based Clusters Xin Huang, The University of Texas at Dallas ; Iliyan R. Iliev, The University of Texas at Dallas ; Lyubchich Vyacheslav, University of Maryland Center for Environmental Science ; Alexander Brenning , University of Jena ; Yulia R. Gel, The University of Texas at Dallas
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