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Keyword Search Criteria: Penalized regression returned 16 record(s)
Sunday, 07/30/2017
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

Monday, 07/31/2017
Variable Selection and Penalized Regression Methods for Clinical Projects: Practical Issues
Anne Eaton; Mithat Gönen, Memorial Sloan Kettering Cancer Center


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


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


Empirical Bayes Learning from Co-Data in High-Dimensional Prediction Settings
Mark Van De Wiel, VU University medical center
9:35 AM

Time Series Model Fitting and Regularization Methods
Soumendra N Lahiri, North Carolina State University
9:50 AM

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

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

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

Tuesday, 08/01/2017
Geometric Ergodicity of Gibbs Samplers in Bayesian Penalized Regression Models
Dootika Vats, University of Minnesota


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

Geometric Ergodicity of Gibbs Samplers in Bayesian Penalized Regression Models
Dootika Vats, University of Minnesota
12:15 PM

Wednesday, 08/02/2017
Marginal False Discovery Rates for Penalized Regression Models
Patrick Breheny, University of Iowa
8:35 AM

Comparing Cross Validation Methods for Penalized Cox Regression
Biyue Dai, University of Iowa; Patrick Breheny, University of Iowa
11:50 AM

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

Thursday, 08/03/2017
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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