Keyword Search
Legend:
CC = Colorado Convention Center H = Hyatt Regency Denver at Colorado Convention Center
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: Shrinkage returned 37 record(s)
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Sunday, 07/28/2019
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A SHINY Markov Machine for Decision-Making in Major League Baseball
Jason Osborne, North Carolina State University
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Horseshoes, Shape Mixing, and Ultra-Sparse Locally Adaptive Shrinkage
Andrew Womack, Indiana University
2:25 PM
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Sufficient Dimension Reduction for Feasible and Robust Estimation of Average Causal Effect
Trinetri Ghosh, Pennsylvania State University; Yanyuan Ma, The Pennsylvania State University; Xavier de Luna, Umeå School of Business,Economics and Statistics at Umeå University
2:35 PM
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A SHINY Markov Machine for Decision-Making in Major League Baseball
Jason Osborne, North Carolina State University
2:45 PM
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Determinants of Inter-Individual Variation in Nevus Counts Among Children
Jaya M Satagopan, Memorial Sloan Kettering Cancer Center; Ariel Chernofsky, Boston University; Qin Zhou, Memorial Sloan Kettering Cancer Center; Stephen W Dusza, Memorial Sloan Kettering Cancer Center; Allan Halpern, Memorial Sloan Kettering Cancer Center; Irene Orlow, Memorial Sloan Kettering Cancer Center
4:20 PM
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Big Data Bayesian Linear Regression and Variable Selection by Normal-Inverse-Gamma Summation
Hang Qian, The MathWorks, Inc.
4:30 PM
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Monday, 07/29/2019
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An Integrative Shrinkage Estimator for Random-Effects Meta-Analysis of Rare Binary Events
Lie Li, Merck & Co.; Xinlei Wang, Southern Methodist University; Ou Bai, NA
9:20 AM
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Structured Shrinkage Priors
Maryclare Griffin, Cornell University Center for Applied Mathematics; Peter Hoff, Duke University
10:35 AM
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Test for Gene (G)-Environment (E) Interaction Based on the Trend Effect of Genotype Under an Additive Risk Model Using an Empirical Bayes-Type Shrinkage Estimator
Summer Han, Stanford University; Matthieu de Rochemonteix, Stanford University; Nilanjan Chatterjee, Johns Hopkins University
11:15 AM
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Some Applications of Approximate MCMC
Anirban Bhattacharya, TAMU
11:50 AM
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Function-On-Scalar Quantile Regression with Application to Mass Spectrometry Proteomics Data
Yusha Liu; Meng Li, Rice University; Jeffrey S. Morris, M.D. Anderson Cancer Center
2:05 PM
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Expression-Level-Dependent Correlation Structure Estimation for Repeated-Measures RNA-Seq Data
Dan Nettleton, Iowa State University; Meiling Liu, Iowa State University
2:25 PM
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Data Enriched Regression via Generalized Linear Models
Ying Qing Chen, Fred Hutchinson Cancer Research Center; Sayan Dasgupta, Fred Hutchinson Cancer Research Center; Cheng Zheng, University of Wisconsin at Milwakee; Yuxiang Xie, University of Washington
2:30 PM
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Predicting Patient Sensitivity Using Gene-Treatment Interactions with Bayesian Shrinkage Models
Arinjita Bhattacharyya, University of Louisville; Subhadip Pal, University of Louisville; Riten Mitra, University of Louisville; Shesh N Rai, University of Louisville
3:15 PM
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Tuesday, 07/30/2019
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The Large-Sample, Small Disturbance and Asymptotic Conditions of Dominance of Efficient Shrinkage in Seemingly Unrelated Regression Equations (SURE)
Ali Mehrabani
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Predicting Patient Sensitivity Using Gene-Treatment Interactions with Bayesian Shrinkage Models
Arinjita Bhattacharyya, University of Louisville; Subhadip Pal, University of Louisville; Riten Mitra, University of Louisville; Shesh N Rai, University of Louisville
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Bayesian Calibration of Verbal Autopsy Algorithms in Data-Scarce Settings
Abhi Datta, Johns Hopkins Bloomberg School of Public Health
8:35 AM
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On the Beta Prime Prior for Scale Parameters in High-Dimensional Bayesian Regression Models
Malay Ghosh, University of Florida; Ray Bai
2:55 PM
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"Spectral Algorithms for High-Dimensional Data Analysis: What Have We Learned"
Matan Gavish, Hebrew Univ of Jerusalem
3:05 PM
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Methods for Survival Analysis Leveraging Data from Randomized Clinical Trials and Observational Studies
Jean De Dieu Tapsoba, Fred Hutchinson Cancer Research Center; Ying Qing Chen, Fred Hutchinson Cancer Research Center
3:05 PM
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Incorporating Information from a Network of Personalized Trials to Facilitate Individualized Treatment Choice
Christopher Schmid, Brown University
3:20 PM
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Wednesday, 07/31/2019
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Efficient Prediction under Model Instabilities
Shahnaz Parsaeian
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Clustering Smoothed Dissimilarities in Tertiary Data: a Shrinkage-Based Approach
Bridget Manning, University of South Carolina; David Hitchcock, University of South Carolina
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Bayesian Function-On-Scalars Regression for High-Dimensional Data
Daniel R Kowal, Rice University; Daniel Bourgeois, Rice University
8:55 AM
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Regularized Estimation of High-Dimensional Auto- and Cross-Covariance Matrices
Tommaso Proietti, University of Rome Tor Vergata; Alessandro Giovannelli, Ministry of Economics and Finance, Italy
9:55 AM
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Clustering Smoothed Dissimilarities in Tertiary Data: a Shrinkage-Based Approach
Bridget Manning, University of South Carolina; David Hitchcock, University of South Carolina
10:00 AM
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Tensor Regression and Imaging-Based Inference
Heping Zhang, Yale University; Long Feng, Yale University; Xuan Bi, University of Minnesota
10:35 AM
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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
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The Statistical Performance of Hierarchical Shrinkage Priors in Modeling Outcomes with Imaging Data
Justin Leach, University of Alabama at Birmingham; Inmaculada Aban, University of Alabama at Birmingham
11:05 AM
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Bayesian Sparse Signal Recovery: Gaussian Models and Beyond
Jyotishka Datta, University of Arkansas
2:05 PM
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Bayesian Structure Learning in Graphical Models Using Shrinkage Priors
Sayantan Banerjee, Indian Institute of Management Indore
2:25 PM
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Thursday, 08/01/2019
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Estimating Disparities in Breast Cancer Mortality by Race and Ethnicity
Ronald Gangnon, University of Wisconsin; Chrstina Hunter Chapman, University of Michigan; Jennifer Bird, University of Wisconsin; Amy Trentham-Dietz, University of Wisconsin
8:50 AM
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High-Dimensional Multivariate Posterior Contraction Rate Under Shrinkage Priors
Ruoyang Zhang, University of Florida; Malay Ghosh, University of Florida
9:05 AM
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Multi-Scale Analysis of BART Priors
Veronika Rockova, University of Chicago; Ismael Castillo, Sorbonne University
10:35 AM
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A General Framework for Empirical Bayes Estimation in the Discrete Linear Exponential Family
Trambak Banerjee, University of Southern California; Qiang Liu, University of Texas at Austin; Gourab Mukherjee, University of Southern California; Wenguang Sun, University of Southern California
10:50 AM
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Comparison of Data Mining Methods for Signal Detection of Targeted Therapy Related Adverse Events in Breast Cancer Patients
Efstathia Polychronopoulou, UTMB; Sharon Giordano, MD Anderson Cancer Center; Lin-Na Chou, The University of Texas Medical Branch; Xiaoying Yu, UTMB; Yong-Fang Kuo, The University of Texas Medical Branch
11:05 AM
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Prediction Risk in Linear Regression Models Under Global-Local Mixture Priors
Anindya Bhadra, Purdue University; Jyotishka Datta, University of Arkansas; Yunfan Li, Purdue University; Nicholas Polson, University of Chicago; Brandon Willard, University of Chicago
11:35 AM
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