JSM 2011 Online Program

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40	Sun, 7/31/2011, 2:00 PM - 3:50 PM	CC-A107
High-Dimensional Variable Selection and Estimation — Contributed Papers
Section on Statistical Learning and Data Mining , International Indian Statistical Association , Section on Statistical Computing , Section on Statistics and the Environment
Chair(s): Robertas Gabrys, University of Southern California
2:05 PM	Asymptotically Efficient Regularization Parameter Selection in Penalized Regression and Small Sample Corrections — Cheryl J. Flynn, New York University ; Clifford M. Hurvich, New York University ; Jeffrey S. Simonoff, New York University
2:20 PM	Group Exponential Penalties for Bi-Level Variable Selection — Patrick Breheny, University of Kentucky
2:35 PM	Online Variational Bayesian Inference in Hierarchical Models for Correlated High-Dimensional Data — Sylvie Tchumtchoua, Statistical and Applied Mathematical Sciences Institute
2:50 PM	Boosting and Functional LARS for High-Dimensional Nonparametric Regression with Grouped Variables — Lifeng Wang, Michigan State University
3:05 PM	Model Selection in Regression Models Based on Quadratic Distances — Rositsa B. Dimova, Weill Cornell Medical College ; Marianthi Markatou, IBM Thomas J. Watson Research Center
3:20 PM	Floor Discussion

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