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Keyword Search Criteria: linear regression returned 28 record(s)
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Sunday, 07/29/2018
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An Efficient Resampling Method for Order-Restricted Gene-Trait Association Analysis
Yeonil Kim, University of Florida; Yueh-Yun Chi, University of Florida; Fei Zou, University of North Carolina at Chapel Hill
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Regularization and Aliasing in the Estimation of Treatment Effect Moderation
Paul Richard Hahn, Arizona State University ; Carlos Carvalho, University of Texas; Jared S Murray, University of Texas at Austin
2:25 PM
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An Efficient Resampling Method for Order-Restricted Gene-Trait Association Analysis
Yeonil Kim, University of Florida; Yueh-Yun Chi, University of Florida; Fei Zou, University of North Carolina at Chapel Hill
2:35 PM
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Optimal Scaling for a Logistic Regression Model with Ordinal Covariates
Sanne JW Willems, Leiden University; Marta Fiocco, Leiden University; Jacqueline J Meulman, Leiden University & Stanford University
3:05 PM
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Monday, 07/30/2018
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Honest Confidence Sets for High-Dimensional Linear Regression by Projection and Shrinkage
Kun Zhou, University of California, Los Angeles; Qing Zhou, UCLA
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Bayesian Inference in High-Dimensional Linear Regression Using an Empirical Correlation-Adaptive Prior
Chang Liu, North Carolina State University; Yue Yang, North Carolina State University; Howard D Bondell, University of Melbourne; Ryan Martin, North Carolina State University
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Applying functional data analysis and clustering methods on weather forecast data in the U.S.
Yifan Wu, Simon Fraser University; Ying (Daisy) Yu, Simon Fraser University; Chuyuan (Cherlane) Lin, Simon Fraser University
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A Didactic Game to Understand Multicollinearity and Its Consequences in a Linear Regression Model
Luis Quiros Gomez, School of Statistics, University of Costa Rica; María José Solís Quirós, School of Statistics, University of Costa Rica; Noelia Rojas Ramírez, School of Statistics, University of Costa Rica
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Variational Analysis of Empirical Risk Minimization
Andrew B Nobel, University of North Carolina at Chapel Hill; Kevin McGoff, UNC Charlotte
8:35 AM
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A Didactic Game to Understand Multicollinearity and Its Consequences in a Linear Regression Model
Luis Quiros Gomez, School of Statistics, University of Costa Rica; María José Solís Quirós, School of Statistics, University of Costa Rica; Noelia Rojas Ramírez, School of Statistics, University of Costa Rica
9:20 AM
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Valid Inference Corrected for Outlier Removal
Shuxiao Chen, Cornell Univ; Jacob Bien, University of Southern California
2:25 PM
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A Bilinear Regression Approach to Inform Variable Selection by Continuous Functional Annotation Information
Pixu Shi; Sunduz Keles, University of Wisconsin, Madison; Ming Yuan, Columbia University
3:05 PM
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Linear Regression Models with Ordered Categorical Covariates
Julia (Kelsall) Crook, Mayo Clinic
3:35 PM
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Tuesday, 07/31/2018
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VIF-BEEF: A Didactic Game to Practice the Assumptions in Linear Regression
Silvia Solera, School of Statistics, University of Costa Rica; Monica Maria Castrillo, UCR
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Online Local Q-Learning
Lili Wu, NCSU; Eric Laber, North Carlina State University
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A Direct Approach to High-Dimensional Error-In-Variables Regression
Yunan Wu, University of Minnesota; Lan Wang, University of Minnesota
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Predicting the Count of Tropical Storms with Bayesian Model Averaging
Joyee Ghosh, University of Iowa
8:50 AM
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A Direct Approach to High-Dimensional Error-In-Variables Regression
Yunan Wu, University of Minnesota; Lan Wang, University of Minnesota
11:40 AM
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Wednesday, 08/01/2018
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Decomposing Pearson's Chi-Squared Test: a Linear Regression and Departure from Linearity
Hung-Chih Ku, DePaul University; Zhengyang Zhou, Southern Methodist University; Chao Xing, University of Texas Southwestern Medical Center
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Two-Sample Tests for High-Dimensional Linear Regression with an Application to Detecting Interactions
Tianxi Cai, Harvard T.H. Chan School of Public Health; Yin Xia, Fudan University; Tianwen Cai, University of Pennsylvania
10:35 AM
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Semiparametric Mixture Regression Under a Symmetric Unimodal Error Distribution
Linden Yuan, University of Maryland
10:35 AM
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Direction Dependence Modeling: a Diagnostic Framework to Test the Causal Direction of Effects in Linear Models
Wolfgang Wiedermann, University of Missouri; Xintong Li, University of Missouri
10:35 AM
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Locally Linear Forests: Leveraging Smoothness with Random Forests
Rina Friedberg, Stanford University; Julie Tibshirani, Palantir Technologies; Susan Athey, Stanford University; Stefan Wager, Stanford University
11:20 AM
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Correct Model Selection in Big Data Analyzes
Katherine Thompson, University of Kentucky
11:50 AM
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Improved Robust Estimation of the Residual Scale in High-Dimensional Problems with the Adaptive Elastic Net S-Estimator for Efficient Robust Penalized Linear Regression Methods
David Kepplinger, University of British Columbia; Ezequiel Smucler, University of British Columbia; Gabriela V. Cohen Freue, University of British Columbia
2:05 PM
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Finite Sample Inference for Multiply Imputed Synthetic Data Under a Multiple Linear Regression Model
Martin Klein, U.S. Census Bureau
2:20 PM
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Dimensional Analysis for Response Surface Methodology
Ching-Chi Yang, Penn State; Dennis Lin, Pennsylvania State University
2:50 PM
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