Keyword Search
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CC = Baltimore Convention Center, H = Hilton Baltimore
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: Penalized returned 41 record(s)
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Sunday, 07/30/2017
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Optimal Penalized Function-On-Function Regression Under a Reproducing Kernel Hilbert Space Framework
Xiaoxiao Sun, University of Georgia; Pang Du, Virginia Tech; Xiao Wang, Purdue University; Ping Ma, University of Georgia
2:35 PM
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Nonparametric non-convex penalized regression spline and application in ECG recording
Yao Chen, Purdue University; Xiao Wang, Purdue University; Mohammad Adibuzzaman, Purdue University; Yonghan Jung, Purdue University
4:05 PM
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A New Scope of Penalized Empirical Likelihood with High-Dimensional Estimating Equations
Chengyong Tang, Temple University; Jinyuan Chang, Southwestern University of Finance and Economics; Tong Tong Wu, University of Rochester
4:25 PM
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Wild Residual Bootstrap Inference for Penalized Quantile Regression with Heteroscedastic Errors
Lan Wang, University of Minnesota; Ingrid Van Keilegom, ORSTAT, KU LEUVEN; Adam Maidman, University of Minnesota
5:20 PM
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Adaptive Bayesian Power Spectrum Analysis of Multivariate Nonstationary Time Series
Zeda Li, Temple University; Robert T Krafty, Department of Biostatistics, University of Pittsburgh
5:20 PM
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Bayesian Regression Using an Approximated Solution to the Penalized Least Squares Minimization Problem
Eduardo Trujillo Rivera
5:25 PM
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Monday, 07/31/2017
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Spline Density Estimation and Inference with Model-Based Penalties
Jian Shi, University of California, Santa Barbara
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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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Stagewise Generalized Estimating Equations with Applications to Suicide Prevention
Gregory Vaughan, Department of Statistics, University of Connecticut; Robert Aseltine, Division of Behavioral Science and Community Health, UConn Health Center; Kun Chen, Department of Statistics, University of Connecticut; Jun Yan, University of Connecticut
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Varying-Coefficient Models for Dynamic Networks
Jihui Lee, Columbia University; Gen Li, Columbia University; James D. Wilson, University of San Francisco
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Cross Validation for Penalized M-Estimation with a Case-Weight Adjusted Solution Path
Shanshan Tu, The Ohio State University; Yunzhang Zhu, Ohio State University ; Yoonkyung Lee, The Ohio State University
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A Case Study in Adaptive LASSO Logistic Regression: Factors Related to Cyclist Death When Drivers Are Distracted
Lysbeth Floden, University of Arizona; Patrick Anthony O'Connor, University of Arizona; Melanie Bell, University of Arizona
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Varying-Coefficient Models for Dynamic Networks
Jihui Lee, Columbia University; Gen Li, Columbia University; James D. Wilson, University of San Francisco
9:15 AM
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Cross Validation for Penalized M-Estimation with a Case-Weight Adjusted Solution Path
Shanshan Tu, The Ohio State University; Yunzhang Zhu, Ohio State University ; Yoonkyung Lee, The Ohio State University
9:30 AM
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Empirical Bayes Learning from Co-Data in High-Dimensional Prediction Settings
Mark Van De Wiel, VU University medical center
9:35 AM
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Time Series Model Fitting and Regularization Methods
Soumendra N Lahiri, North Carolina State University
9:50 AM
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Stagewise Generalized Estimating Equations with Applications to Suicide Prevention
Gregory Vaughan, Department of Statistics, University of Connecticut; Robert Aseltine, Division of Behavioral Science and Community Health, UConn Health Center; Kun Chen, Department of Statistics, University of Connecticut; Jun Yan, University of Connecticut
10:00 AM
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Partial Rank Regression Models with Penalized Warped Wavelets
Eddy Kwessi, Trinity University
10:05 AM
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A Case Study in Adaptive LASSO Logistic Regression: Factors Related to Cyclist Death When Drivers Are Distracted
Lysbeth Floden, University of Arizona; Patrick Anthony O'Connor, University of Arizona; Melanie Bell, University of Arizona
11:40 AM
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Metabolite Prediction in the Human Microbiome
Himel Mallick, Harvard University; Eric A. Franzosa, Harvard University; Lauren J. Mclver, Harvard University; Soumya Banerjee, University of Oxford; Alexandra Sirota-Madi, Evelo Biosciences; Aleksandar D. Kostic, Harvard University; Clary B. Clish, Broad Institute; Hera Vlamakis, Broad Institute; Ramnik Xavier, Massachusetts General Hospital; Curtis Huttenhower, Harvard T.H. Chan School of Public Health
2:05 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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Tuesday, 08/01/2017
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Geometric Ergodicity of Gibbs Samplers in Bayesian Penalized Regression Models
Dootika Vats, University of Minnesota
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A focused mean squared error approach for selecting tuning parameters in penalized regression
Kristoffer Hellton, University of Oslo; Nils Lid Hjort, University of Oslo
9:05 AM
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A Bayesian Penalized Hidden Markov Model for Animal Interactions
Meridith Bartley, Penn State University; Ephraim M Hanks, The Pennsylvania State University; David Hughes, Penn State Univeristy
9:05 AM
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Dynamic Predictions in Bayesian Functional Joint Models for Longitudinal and Time-To-Event Data: An Application to Alzheimer's Disease
Kan Li, The University of Texas Health Science Center at Houston ; Sheng Luo, The University of Texas Health Science Center at Houston
9:50 AM
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Regularized Discriminant Analysis in Presence of Cellwise Contamination
Stephanie Aerts, University of Liège; Ines Wilms, KU Leuven
9:50 AM
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Sparse Multi-Class Vector AutoRegressive Models
Ines Wilms, KU Leuven; Christophe Croux, KU Leuven; Luca Barbaglia, KU Leuven
10:50 AM
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Time Series Prediction and Predictor Selection in High-Dimensional Quantile Autoregressive Regression
Dawit Zerom, California State University at Fullerton
11:05 AM
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Hypothesis testings on high-dimensional individualized treatment rules
Young-Geun Choi, Fred Hutchinson Cancer Research Center; Yang Ning, Cornell University; Yingqi Zhao, Fred Hutchinson Cancer Research Center
11:50 AM
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Geometric Ergodicity of Gibbs Samplers in Bayesian Penalized Regression Models
Dootika Vats, University of Minnesota
12:15 PM
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Wednesday, 08/02/2017
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A Control Chart for Joint Monitoring of Parameters of a Shifted Exponential Distribution Under Penalized Maximum Likelihood Estimation
Austin Brown, University of Northern Colorado; Bryce Whitehead, University of Northern Colorado
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Marginal False Discovery Rates for Penalized Regression Models
Patrick Breheny, University of Iowa
8:35 AM
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Comparing Cross Validation Methods for Penalized Cox Regression
Biyue Dai, University of Iowa; Patrick Breheny, University of Iowa
11:50 AM
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Empirical Bayes Methods for Penalized Regression: Estimation for Noisy Matrices/Tensors Without Replicates and Penalized Regression with Unknown Norm Penalty
Maryclare Griffin; Peter Hoff, Duke University
12:05 PM
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Penalized Spline of Propensity Methods for Treatment Comparisons
Roderick J Little, University of Michigan; Tingting Zhou, University of Michigan; Michael R. Elliott, University of Michigan
2:05 PM
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Nested Hierarchical Functional Data Modeling and Inference for the Analysis of Functional Plant Phenotypes
Yuhang Xu, University of Nebraska-Lincoln; Yehua Li, Iowa State University; Dan Nettleton, Iowa State University
2:50 PM
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Thursday, 08/03/2017
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Beats, Rhymes, Life, and Text Analysis: Analyzing the Lyrics of a Tribe Called Quest
Clayton Barker, SAS Institute
9:05 AM
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Corporate Bankruptcy Prediction: a Penalized Semiparametric Index Hazard Model Approach
Shaobo Li, University of Cincinnati; Shaonan Tian, San Jose State University; Yan Yu, University of Cincinnati
9:35 AM
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Bayesian Finite Population Inference for Skewed Survey Data Using Skew-Normal Penalized-Spline Regression
Qixuan Chen, Columbia University; Yutao Liu, Columbia University
11:05 AM
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Sparse Pairwise Likelihood Estimation for Multivariate Longitudinal Mixed Models
Samuel Mueller, University of Sydney; Alan H Welsh, The Australian National University; Francis KC Hui, The Australian National University
11:50 AM
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Two Overlooked Statistical Issues in the Study of Neurodevelopmental Trajectories
Philip Reiss, University of Haifa
11:55 AM
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