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55
Mon, 8/3/2020,
10:00 AM -
2:00 PM
Virtual
Advances in Bayesian Sparse Regression — Contributed Papers
Section on Bayesian Statistical Science
Chair(s): Antik Chakraborty, Duke University
The Reciprocal Bayesian LASSO
Himel Mallick, Merck Research Laboratories ; Rahim Alhamzawi, University of Al-Qadisiyah; Vladimir Svetnik, Merck & Co., Inc.
Bayesian Hybrid Variable Selection Under Generalized Linear Models
Shiqiang Jin, Kansas State Univ ; Gyuhyeong Goh, Kansas State University
Scalable Bayesian Iterative Screening in Ultra-High-Dimensional Settings
Run Wang, Iowa State University ; Somak Dutta, Iowa State University; Vivekananda Roy, Iowa State University
Model Based Screening Embedded Bayesian Variable Selection for Ultra-High-Dimensional Settings
Dongjin Li, Iowa State University ; Somak Dutta, Iowa State University; Vivekananda Roy, Iowa State University
Global-Local Shrinkage Priors for Non-Gaussian Continuous-Valued Data
Hongyu Wu, Florida State University ; Jonathan Bradley, Florida State University
A Generalized Likelihood Based Bayesian Approach for Scalable Joint Regression and Covariance Estimation in High Dimensions
Srijata Samanta, University of Florida ; Kshitij Khare, University of Florida; George Michailidis, University of Florida
