JSM2024
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Contributed Papers

Advances in Bayesian Variable Selection

Sun, Aug 4, 4:00 PM - 5:50 PM
Valentin ZuljChair
Section on Bayesian Statistical Science

6 Presentations

Asynchronous and Distributed Data Augmentation for Massive Data Settings
4:05 PM - 4:20 PM
Sanvesh Srivastava (University of Iowa)
Co-authors: Jiayuan Zhou (University of Florida), Kshitij Khare (University of Florida)
Bayesian Variable Selection and Sparse Estimation for High-Dimensional Graphical Models
4:20 PM - 4:35 PM
Anwesha Chakravarti (University Of Illinois, Urbana-Champaign)
Co-authors: Naveen Narishetty (University of Illinois, Urbana Champaign), Feng Liang (University of Illinois at Urbana-Champaign)
Covariate-Elaborated Robust Local Information Transfer with Conditional Spike-and-Slab Prior
4:35 PM - 4:50 PM
Ruqian Zhang (Fudan University)
Co-authors: Yijiao Zhang (Fudan University), Annie Qu (University of California At Irvine), Zhongyi Zhu (Fudan University), Juan Shen
Estimation of the tuning parameters of the structured screen-and-select variable selection framework
4:50 PM - 5:05 PM
Nilotpal Sanyal (University of Texas at El Paso)
High-dimensional Array Bayesian Screening Based on Distributions with Structural Zeros
5:05 PM - 5:20 PM
A. Lawrence Gould (Merck Research Laboratories)
Co-authors: Arinjita Bhattacharyya (Merck & Co., Inc.), Erina Paul, Himel Mallick (Cornell University)
Variable Selection in Zero-Inflated Poisson Regression Model
5:20 PM - 5:35 PM
Haichao Zhang
Co-authors: Xia Wang (University of Cincinnati)
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