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CC = Colorado Convention Center   H = Hyatt Regency Denver at Colorado Convention Center
* = applied session       ! = JSM meeting theme

Keyword Search Criteria: group lasso returned 12 record(s)
Sunday, 07/28/2019
Functional Variable Selection with Correlated Functional Covariates and Longitudinal Responses
Rebecca North, NCSU Statistics; Jonathan Stallrich, North Carolina State University; Ana-Maria Staicu, North Carolina State University; Helen Huang, NCSU Biomedical Engineering; Dustin Crouch, University of Tennessee, Knoxville; Mechanical, Aerospace, and Biomedical Engineering
2:20 PM

Multivariate Functional Data Clustering with Variable Selection and an Application to Sensory Data
Zhongnan Jin, Virginia Tech; Yili Hong, Virginia Tech
4:20 PM

Monday, 07/29/2019
A Penalized H-Likelihood Method for Gaussian Spatial Additive Model on Regular Lattice
Hao Sun, Iowa State University; Somak Dutta, Iowa State University


Structural Modeling by Using Overlapped Penalties for Discovering Predictive Biomarkers
Chong Ma, Yale University; Wenxuan Deng, Yale University; Shuangge Ma, Yale University; Ray Liu , Takeda Pharmeceuticals; Kevin Galinsky , Takeda Pharmeceuticals
10:05 AM

Learning Local Dependence in Ordered Data
Guo Yu, University of Washington; Jacob Bien, University of Southern California
11:35 AM

Bayesian Generalized Fused Hierarchical Structured Variable Selection Prior for Pathway-Based GWAS Using Summary Statistics
Yi Yang, University of Minnesota; Saonli Basu, University of Minnesota, Biostatistics SPH; Lin Zhang, Division of Biostatistics, University of Minnesota
3:00 PM

Tuesday, 07/30/2019
Bayesian Generalized Fused Hierarchical Structured Variable Selection Prior for Pathway-Based GWAS Using Summary Statistics
Yi Yang, University of Minnesota; Saonli Basu, University of Minnesota, Biostatistics SPH; Lin Zhang, Division of Biostatistics, University of Minnesota


Bayesian Penalized Model for Classification and Selection of Functional Predictors Using Longitudinal MRI Data from ADNI
Asish Banik, Michigan State University; Taps Maiti, Michigan State University; Andrew Bender, Michigan State University


Some High-Diemnesional Techniques for Analyzing Spatial and Other Complex Economic Data
Taps Maiti, Michigan State University
8:35 AM

Bayesian Penalized Model for Classification and Selection of Functional Predictors Using Longitudinal MRI Data from ADNI
Asish Banik, Michigan State University; Taps Maiti, Michigan State University; Andrew Bender, Michigan State University
9:50 AM

Wednesday, 07/31/2019
Fast Markov Chain Monte Carlo for High-Dimensional Bayesian Regression Models with Shrinkage Priors
Rui Jin, University of Iowa; Aixin Tan, University of Iowa
11:05 AM

Spike-And-Slab Group Lassos for Grouped Regression and Sparse Generalized Additive Models
Ray Bai; Gemma Moran, University of Pennsylvania; Joseph Antonelli, University of Florida
2:50 PM