JSM 2011 Online Program

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Activity Details

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

2011 JSM Online Program Home

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