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43 | Sun, 8/9/2015, 2:00 PM - 3:50 PM | CC-211 | |
Topics in Dimension Reduction — Contributed Papers | |||
Section on Statistical Learning and Data Mining , Section on Statistics and the Environment | |||
Chair(s): Adele Cutler, Utah State University | |||
2:05 PM | The Estimation of the Noise Variance in High-Dimensional PPCA Model and Its Applications — Zhaoyuan Li, The University of Hong Kong ; Jianfeng Yao, The University of Hong Kong ; Damien Passemier, The Hong Kong University of Science and Technology | ||
2:20 PM | BRIC and MINT: Statistical Learning of Expert Opinion on Emerging Markets — Eftychia Solea ; Bing Li, Penn State ; Aleksandra B. Slavkovic, Penn State | ||
2:35 PM | A New Estimator for Efficient Dimension Reduction in Regression — Wei Luo, Baruch College ; Xizhen Cai, Carnegie Mellon University | ||
2:50 PM | Online PCA in High Dimension: A Comparative Study — David Degras, DePaul University ; Hervé Cardot, Université de Bourgogne | ||
3:05 PM | Inference and Analysis of Climate Sensitivity via Data-Reduction Techniques: A Detailed Approach — Gabriel Huerta, University of New Mexico ; Mohammad Hattab, University of New Mexico ; Charles Jackson, The University of Texas at Austin | ||
3:20 PM | Pseudo-Sufficient Dimension Reduction and Sufficient Variable Selection — Wenbo Wu | ||
3:35 PM | On the Penalty Functions for Two-Way Regularized Matrix Decomposition — Senmao Liu, Texas A&M University |
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