JSM 2015 Preliminary Program

Online Program Home
My Program

Legend: Washington State Convention Center = CC, Sheraton Seattle = S, Grand Hyatt = GH and The Conference Center = TCC
* = applied session       ! = JSM meeting theme

Activity Details
698 Thu, 8/13/2015, 10:30 AM - 12:20 PM CC-4C4
Methods for Dimension Reduction — Contributed Papers
Section on Statistical Learning and Data Mining , SSC
Chair(s): Carla Inclan, Charles River Associates
10:35 AM Bagging PCA: a robust approach to principal component analysis — Jiaxi Liang ; Shoja'eddin Chenouri, University of Waterloo ; Christopher Small, University of Waterloo
10:50 AM Generalized Principal Component Analysis — Andrew Landgraf, The Ohio State University ; Yoonkyung Lee, The Ohio State University
11:05 AM Task-Driven Dimension Reduction in the Presence of Nuisance Variables — David Shaw ; Aswin Sankanarayanan, Carnegie Mellon University ; Rama Chellappa, University of Maryland
11:20 AM Selecting the Number of Principal Components: Estimation of the True Rank of a Noisy Matrix — Yunjin Choi, Stanford University ; Rob Tibshirani, Stanford University ; Jonathan Taylor, Stanford University
11:35 AM Independent Component Analysis in the Presence of Correlated Gaussian Noise — Rajesh Nandy, University of North Texas Health Science Center
11:50 AM Matrix-Variate Regressions and Envelope Models — Shanshan Ding, University of Delaware ; Dennis Cook, University of Minnesota
12:05 PM Floor Discussion




For program information, contact the JSM Registration Department or phone (888) 231-3473.

For Professional Development information, contact the Education Department.

The views expressed here are those of the individual authors and not necessarily those of the JSM sponsors, their officers, or their staff.

2015 JSM Online Program Home