Keyword Search
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Keyword Search Criteria: nonparametric regression returned 16 record(s)
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Monday, 07/30/2018
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A Theoretical Framework for Bayesian Nonparametric Regression: Orthonormal Random Series and Rates of Contraction
Fangzheng Xie, Johns Hopkins University; Wei Jin, Johns Hopkins University; Yanxun Xu, Johns Hopkins University
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A Direct Quantile Regression
Rachel Morris, Brock University; Mei Ling Huang, Brock University
8:50 AM
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Nonparametric Regression Models of Multilevel, Heterogeneous Treatment Effects: The National Study of Learning Mindsets
Carlos Carvalho, University of Texas; Jared S Murray, University of Texas at Austin; Paul Richard Hahn, Arizona State University ; David Yeager, The University of Texas at Austin; Elizabeth Tipton, Columbia University
9:00 AM
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Bayesian Regression Tree Ensembles That Adapt to Smoothness and Sparsity
Antonio Ricardo Linero, Florida State University; Yun Yang, Florida State University
9:25 AM
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A Theoretical Framework for Bayesian Nonparametric Regression: Orthonormal Random Series and Rates of Contraction
Fangzheng Xie, Johns Hopkins University; Wei Jin, Johns Hopkins University; Yanxun Xu, Johns Hopkins University
10:55 AM
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On Nonparametric Quantile Regression
Mei Ling Huang, Brock University; Jenny Tieu, Brock University
11:50 AM
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Sparse-Input Neural Networks for High-Dimensional Nonparametric Regression and Classification
Jean Feng; Noah Simon, University of Washington
2:05 PM
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Determinantal Point Process Mixtures via Spectral Density Approach
Fernando Quintana, Pontificia Universidad Catolica De Chile; Alessandra Guglielmi, Politecnico de Milano; Ilaria Bianchini, Politecnico de Milano
2:25 PM
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Manifold Data Analysis with Applications to High-Resolution 3D Imaging
Matthew Reimherr, Pennsylvania State University
3:05 PM
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Wednesday, 08/01/2018
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Creating a Composite Score for Physical Activity Using Shape Constrained Additive Model
Eli Kravitz, Texas A&M Statistics; Raymond J. Carroll, Texas A & M University; Sarah Keadle, California Polytechnic State University
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Creating a Composite Score for Physical Activity Using Shape Constrained Additive Model
Eli Kravitz, Texas A&M Statistics; Raymond J. Carroll, Texas A & M University; Sarah Keadle, California Polytechnic State University
9:55 AM
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Extreme Inference of Nonparametric Quantile Regression with Heavy Tailed Data
Takuma Yoshida
2:35 PM
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New Computational Methods for Non/Semiparametric Quantile Regression Models
Bo Kai, College of Charleston; Mian Huang, Shanghai University of Finance and Economics; Weixin Yao, University of California, Riverside; Yuexiao Dong, Temple University
3:20 PM
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Thursday, 08/02/2018
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Emulating Satellite Drag from Large Simulation Experiments
Furong Sun, Virginia Tech; Robert Gramacy, Virginia Tech; Benjamin Haaland, Population Health Sciences, University of Utah; Earl Christopher Lawrence, Los Alamos National Laboratory; Andrew Walker, Space Science and Applications, Los Alamos National Laboratory
9:05 AM
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Regional Air Quality Assessment That Adjusts for Meterological Confounding
Shuyi Zhang, Peking University; Song Xi Chen, Peking University; Bin Guo, Southwestern University of Finance and Economics; Wei Lin, Peking University; Hengfang Wang, Iowa State University
9:20 AM
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