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369 | Tue, 8/11/2015, 10:30 AM - 12:20 PM | CC-605 | |
Nonparametric Regression — Contributed Papers | |||
Section on Statistical Learning and Data Mining | |||
Chair(s): Glen Colopy, University of Oxford | |||
10:35 AM | A Method for Confounder Adjustment in Tree-Based Survival Analysis — Dawei Liu, Biogen Idec ; John Zhong, Biogen Idec ; Stacy Rachelle Lindborg, Biogen Idec ; Lei Xu, Biogen Idec ; Donald Johns, Biogen Idec | ||
10:50 AM | Heteroscedastic Regression Trees for Joint Modeling of Means and Variances — Thomas Loughin, Simon Fraser University ; Andrew Henrey, Simon Fraser University | ||
11:05 AM | High-Dimensional Heteroscedastic Regression — Yuwen Gu, University of Minnesota ; Hui Zou, University of Minnesota | ||
11:20 AM | L1 Splitting Rule in Survival Forests — Hoora Moradian ; Denis Larocque, HEC Montreal ; François Bellavance, HEC Montreal | ||
11:35 AM | Model Selection in High-Dimensional Misspecified Models — Pallavi Basu, University of Southern California | ||
11:50 AM | A Flexible Procedure to Analyze High-Dimensional Data with Discrete Responses — Xiang Liu, University of South Florida ; Tian Chen, University of Rochester ; Yuanzhang Li, Walter Reed Army Institute of Research ; Hua Liang, The George Washington University | ||
12:05 PM | Augmenting Traditional Estimation with Nondesigned Data: Application to the U.S. Unemployment Rate — Robert Montgomery, NORC at the University of Chicago ; Martin Barron, NORC at the University of Chicago ; Nicki Dunnavant, NORC at the University of Chicago ; Yongheng Lin, NORC at the University of Chicago ; Ilana Ventura, NORC at the University of Chicago |
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