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Keyword Search Criteria: variable selection returned 46 record(s)
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Monday, 07/31/2017
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Optimal Variable Selection in Regression Models
Jie Ding, Harvard; Vahid Tarokh, Harvard; Yuhong Yang, University of Minnesota
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Variable Selection and Penalized Regression Methods for Clinical Projects: Practical Issues
Anne Eaton; Mithat Gönen, Memorial Sloan Kettering Cancer Center
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Variable Selection via Phony Variables
Wenhao Hu, North Carolina State University; Eric Laber, North Carolina State University; Leonard Stefanski, North Carolina State University
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Variable Selection for High-Dimensional Data via Generalized Penalty
Mingwei Sun, University of Alabama; Pu Patrick Wang, University of Alabama
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Detection of Treatment Effect After Variable Selection Under Model Misspecification
Jingshen Wang, University of Michigan; Xuming He, University of Michigan
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Variable Selection via Phony Variables
Wenhao Hu, North Carolina State University; Eric Laber, North Carolina State University; Leonard Stefanski, North Carolina State University
8:50 AM
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Sparse Minimum Discrepancy Approach to Sufficient Dimension Reduction with Simultaneous Variable Selection in Ultrahigh Dimension
Wei Qian, Rochester Institute of Technology; Shanshan Ding, University of Delaware; Dennis Cook, University of Minnesota
9:35 AM
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Variable Selection Using Intersection and Average of Random Forests
Faraz Niyaghi, Oregon State University; Sharmodeep Bhattacharyya, Oregon State University; Sarah C Emerson, Oregon State University
9:50 AM
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Variable Selection for High-Dimensional Data via Generalized Penalty
Mingwei Sun, University of Alabama; Pu Patrick Wang, University of Alabama
9:55 AM
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Detection of Treatment Effect After Variable Selection Under Model Misspecification
Jingshen Wang, University of Michigan; Xuming He, University of Michigan
10:05 AM
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Simultaneous Variable Selection and Structural Dimension Estimation in Sufficient Dimension Reduction
Haileab Hilafu, University of Tennessee; Wenbo Wu, University of Oregon
10:55 AM
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Optimal Variable Selection via Sparse Tensor Decomposition
Dong Wang, Princeton University
2:05 PM
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Group Variable Selection with Compositional Covariates
Anna Plantinga, University of Washington; Michael C. Wu, Fred Hutchinson Cancer Research Center
2:20 PM
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Variable Selection for High-Dimensional Spatial Regression Models
Abolfazl Safikhani, Columbia University; Tapabrata Maiti, Michigan State University; Chae Young Lim , Seoul National University
2:50 PM
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Unified Methods for Variable Selection in Large-Scale Genomic Studies with Censored Survival Outcomes
Lauren Spirko, Temple University; Karthik Devarajan, Fox Chase Cancer Center
3:05 PM
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Robust Network-Based Regularization and Variable Selection for High-Dimensional Genomic Data in Cancer Prognosis
Jie Ren, Department of Statistics, Kansas State University; Yinhao Du, Department of Statistics, Kansas State University; Dewey Molenda, Department of Statistics, Kansas State University; Yu Jiang, School of Public Health, University of Memphis; Wu Cen, Department of Statistics, Kansas State University
3:05 PM
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Variable Selection for Expanding Covariate Space and High-Dimensional Discrete Spatial Data
Abdhi Sarkar, Michigan State University; Chae Young Lim , Seoul National University; Tapabrata Maiti, Michigan State University
3:05 PM
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Variable Selection When Some Data Are Missing
Qi Long, University of Pennsylvania; Brent A. Johnson, University of Rochester
3:20 PM
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Tuesday, 08/01/2017
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Variable Selection on Functional Data Using Kernel Machine
Haoyu Wang, North Carolina State University
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Tuning Variable Selection via Noise When Prediction Is Not the Primary Objective
Eric Reyes, Rose-Hulman Institute of Technology; Xiaomo Wang, Rose-Hulman Institute of Technology
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Variable Selection on Functional Data Using Kernel Machine
Haoyu Wang, North Carolina State University
10:40 AM
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Tuning Variable Selection via Noise When Prediction Is Not the Primary Objective
Eric Reyes, Rose-Hulman Institute of Technology; Xiaomo Wang, Rose-Hulman Institute of Technology
11:10 AM
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Local Variable Selection in Sequential Optimization
Munir Winkel, North Carolina State University; Brian Reich, NCSU; Jonathan W. Stallings, North Carolina State University
2:05 PM
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A Bayesian Variable Selection Approach Yields Improved Brain Activation from Complex-Valued fMRI
Cheng-Han Yu, UC Santa Cruz; Raquel Prado, UC Santa Cruz; Hernando Ombao, KAUST and UC Irvine; Daniel B. Rowe, Marquette University
3:05 PM
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Wednesday, 08/02/2017
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Variable Selection And Nonlinear Effect Discovery in Partially Linear Mixture Cure Rate Models
Abdullah Masud, AbbVie
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Bayesian Variable Selection for Multi-Layer Overlapping Group Structure with Applications to Multi-Level Omics Data Integration
George Tseng, University of Pittsburgh; Li Zhu, University of Pittsburgh
8:35 AM
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Empirical Likelihood Inference for Complex Surveys and the Design-Based Oracle Variable Selection Theory
Changbao Wu, University of Waterloo; Puying Zhao, University of Waterloo; David Haziza, University of Montreal
10:35 AM
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Discriminative Power and Variable Selection in Logistic Regression Models under Outcome Misspecification
Jia Bao, NYU Langone Medical Center; Yongzhao Shao, New York University-School of Medicine
11:05 AM
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Variable Selection for highly correlated predictors
Fei Xue, University of Illinois at Urbana-Champaign; Annie Qu, University of Illinois at Urbana-Champaign
11:20 AM
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Properties of Data-Dependent Variable Selection Methods
Sen Tian, New York University, Stern School of Business; Clifford M. Hurvich, New York University, Stern School of Business; Jeffrey S. Simonoff, New York University, Stern School of Business
11:20 AM
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Variable Selection for Massive Data Using the Divide And
Lei Yang, New York University; Yixin Fang, New Jersey Institute of Technology; Junhui Wang, CityU; Yongzhao Shao, New York University-School of Medicine
11:35 AM
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Optimal variable selection and noisy adaptive compressed sensing
Mohamed Ndaoud, CREST-ENSAE, École Polytechnique; A.B. Tsybakov, CREST-ENSAE
11:50 AM
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Bayesian Variable Selection Over Large Scale Networks via the Thresholded Graph Laplacian Gaussian Prior with Application to Genomics
Qingpo Cai, Emory University-Rollins School of Public Health; Jian Kang, University of Michigan; Tianwei Yu, Emory University
11:55 AM
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Variable Selection for a Mixture of Linear Mixed Effects Models
Yian Zhang, New York University; Lei Yang, New York University; Yongzhao Shao, New York University-School of Medicine
12:05 PM
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Variable Selection in K-Means Clustering
Nicholas Scott Berry, Iowa State University; Ranjan Maitra, Iowa State University
2:35 PM
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Variable Selection for the Dynamic Logistic Regression Model
Jordan Bakerman, North Carolina State University; Karl Pazdernik, North Carolina State University; Alyson Wilson, North Carolina State University
3:25 PM
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Thursday, 08/03/2017
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Variable Selection in Bayesian Kernel Machine Models and Its Applications
Sounak Chakraborty, University of Missouri, Columbia
8:35 AM
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Bayesian Variable Selection for High-Dimensional Genomic Data with Survival Response
Amir Nikooienejad, Texas A&M University; Valen Johnson, Texas A&M University
8:50 AM
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Variable Selection for Case-Cohort Studies with Failure Time Outcome
Jianwen Cai, University of North Carolina at Chapel Hill; Ai Ni, Memorial Sloan Kettering Cancer Center; Donglin Zeng, University of North Carolina
8:55 AM
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Bayesian Variable Selection for Linear Regression Models with Non-Normal Error Distributions
Joyee Ghosh, University of Iowa
9:05 AM
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Comparison of Variable Selection Methods on a National Survey of Drug Use and Health
Georgiy Bobashev, RTI International; Li-Tzy Wu, Duke University
9:35 AM
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Variable Selection and Estimation in Causal Inference Using a Bayesian Group Lasso Approach
Brandon Koch, University of Minnesota, Division of Biostatistics; Julian Wolfson, University of Minnesota, Division of Biostatistics; David Vock, University of Minnesota
9:50 AM
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Variable Selection for Portfolio Choice
Jin Liu, Peking University
10:05 AM
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