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Keyword Search Criteria: Linear Regression returned 24 record(s)
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Sunday, 07/30/2017
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Statistical Analysis with Linked Data
Ying Han, University of Maryland, College Park; Partha Lahiri, University of Maryland, College Park
2:35 PM
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TEMPORAL CHANGES in the POWER PRODUCTION of REAL-WORLD PHOTOVOLTAIC SYSTEMS UNDER DIVERSE CLIMATIC CONDITIONS
Rojiar Haddadian, Case Western Reserve University; Yang Hu, Case Western Reserve University; Alan J. Curran, Case Western Reserve University; Ahmad M Karimi, Case Western Reserve university; Timothy J. Peshek, Case Western Reserve University; Roger H. French, Case Western Reserve university
2:50 PM
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Slope Meets Lasso in Sparse Linear Regression
Pierre Bellec, Rutgers University
3:25 PM
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An Evaluation of Bias in Propensity Score Adjusted Nonlinear Regression Models
Fei Wan, University of Arkansas for Medical Sciences; Nandita Mitra, University of Pennslyvania
4:05 PM
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Multi-Resolution Functional ANOVA for Large-Scale, Many-Input Nonlinear Regression, Estimation, and Inference
Chih-Li Sung, Georgia Institute of Technology; Wenjia Wang, Georgia Institute of Technology; Matthew Plumlee, University of Michigan; Benjamin Haaland, Georgia Institute of Technology
5:35 PM
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Monday, 07/31/2017
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Parametric and Nonparametric Approaches for Tumor Growth Data
Bingsong Zhang, Georgetown University; Valeriy Korostyshevskiy, Georgetown University
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Structured Mixture of linear mappings in high dimension
Florence Forbes, French Institute for Research in Computer Science and Automation (INRIA); Chun-Chen Tu, Universilty of Michigan; Naisyin Wang, Universilty of Michigan; Benjamin Lemasson, INSERM, Univ. Grenoble Alpes
9:15 AM
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Selected Model Averaging in High-Dimensional Linear Regression
Craig Rolling, Saint Louis University; Yongli Zhang, University of Oregon
10:05 AM
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Trajectory Analysis for Postoperative Pain Using Electronic Health Records- a Non-Parametric Method with Robust Linear Regression and K-Medians Cluster Analysis
Yingjie Weng, Stanford University School of Medicine; Lu Tian, Stanford University; Karishma Desai, Department of Surgery, Stanford University School of Medicine; Dario Tedesco, Department of Surgery, Stanford University School of Medicine; Wen-wai Yim, Department of Surgery, Stanford University School of Medicine; Steven Asch, Center for Innovation to Implementation, VA Palo Alto Health Care System; Ian Carroll, Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University; Catherine Curtin, Department of Surgery, Stanford University School of Medicine; Kathryn McDonald, Center for Health Policy, Primary Care and Outcomes Research, Stanford University; Tina Hernandez-Boussard, Departments of Medicine, Biomedical Data Science, and Surgery, Stanford University
11:05 AM
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Tuesday, 08/01/2017
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Coefficient Estimation and Hypothesis Testing on Interval-Valued Data Regression by Measurement Error
Yaotong Cai, University of Georgia; lynne Billard, University of Georgia
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Permutation Confidence Region for Regression Slopes and a Diagnostic Tool for the Central Limit Theorem
Qiang Wu, East Carolina University; Paul Vos, East Carolina University
8:50 AM
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On the Similarity of Principal Components, Random Projections and Random Column Subsampling for Dimension Reduction in High-Dimensional Linear Regression
Martin Slawski, George Mason Univ
9:05 AM
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Coefficient Estimation and Hypothesis Testing on Interval-Valued Data Regression by Measurement Error
Yaotong Cai, University of Georgia; lynne Billard, University of Georgia
10:55 AM
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Regression Power Analysis for a Linear Regression Model When Regressors Are Matrix-Sampled
Stanislav Kolenikov, Abt Associates; Heather Hammer, Abt Associates
11:50 AM
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Undocumented Changepoint Detection by Nonparametric Procedure in a Two-Phase Linear Regression Model
Jing Sun, Augusta University; Sunil Mathur, Augusta University; Deepak Sakate, Shivaji University
2:20 PM
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Model-Selection Consistency of Forward Selection in High-Dimensional Regression
Jerzy Wieczorek, Carnegie Mellon University; Jing Lei, Carnegie Mellon University
2:20 PM
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Wednesday, 08/02/2017
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Statistical Disclosure Control via Sufficiency Under the Multiple Linear Regression Model
Martin Klein, U.S. Census Bureau; Gauri Datta, University of Georgia and US Census Bureau
10:35 AM
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Bayesian High-Dimensional Linear Regression Under the Model Misspecification
Kyoungjae Lee, The University of Notre Dame; Minwoo Chae, The University of Texas at Austin; Lizhen Lin, The University of Notre Dame
11:20 AM
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CUSUM-Based Algorithm for Segmentation of Noisy Images with an Application to Optical Coherence Refractometry
John Lu, NIST; Jeeseong Hwang, NIST; Hong Chen, Baruch College, the City University of New York
12:05 PM
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A New Perspective on Boosting in Linear Regression via Modern Optimization
Rahul Mazumder, Massachusetts Institute of Technology; Robert Freund, Massachusetts Institute of Technology; Paul Grigas, University of California, Berkeley
3:20 PM
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Semiparametric Varying-Coefficient Nonlinear Regression for Interactions in Multifactor ANOVA Models with Unbalanced or Single Replications
Yumin Huang, Tunghai University
3:20 PM
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