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Keyword Search Criteria: Bayesian Inference returned 49 record(s)
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Monday, 07/29/2019
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Flexible Bayesian Inference for Over-Dispersed or Under-Dispersed Spatial Count Data
Hou-Cheng Yang
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Stochastic Gradient MCMC for State Space Models
Christopher Aicher, University of Washington
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Bayesian Inference for Reconstructing Intra-Tumor Phylogeny
Tingting of Zhai, University of Kentucky; Jinpeng of Liu, University of Kentucky; Chi of Wang, University of Kentucky
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Active-Learning for Bayesian Inference: An Introductory Exercise Using MandM's Candy
Gwendolyn Marie Eadie, University of Washington; Daniela Huppenkothen, University of Washington; Aaron Springford, Weyerhaeuser; Tyler McCormick, University of Washington
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The Impact of Covariance Priors on Arm-Based Bayesian Network Meta-Analyzes with Binary Outcomes
Zhenxun Wang, University of Minnesota,; Lifeng Lin, Florida State University; JIM HODGES, UNIVERSITY OF MINNESOTA; Haitao Chu, University of Minnesota
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Bayesian Inference of Separable Covariance Models for Health Care Quality Measures
Judith Law, Harvard Medical School; Laura A Hatfield, Harvard Medical School; Alan M. Zaslavsky, Harvard Medical School
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Active-Learning for Bayesian Inference: An Introductory Exercise Using MandM's Candy
Gwendolyn Marie Eadie, University of Washington; Daniela Huppenkothen, University of Washington; Aaron Springford, Weyerhaeuser; Tyler McCormick, University of Washington
9:15 AM
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A Unified Framework for Time-To-Toxicity Dose-Finding Designs in Immune and Non-Immune Clinical Trials
Yuan Ji, The University of Chicago; Tianjian Zhou, The University of Chicago
9:15 AM
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Bayesian Inference for Reconstructing Intra-Tumor Phylogeny
Tingting of Zhai, University of Kentucky; Jinpeng of Liu, University of Kentucky; Chi of Wang, University of Kentucky
9:20 AM
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Continuous-Time Monte Carlo and Scalable Bayesian Inference
Paul Fearnhead, Lancaster University
10:35 AM
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A Bayesian Semiparametric Approach to Wild-Type Distribution Estimation: Accounting for Contamination and Measurement Error (BayesACME)
Will A. Eagan, Purdue University; Bruce A. Craig, Purdue University
10:50 AM
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Scalable Gaussian Process Inference with Finite-Data Mean and Variance Guarantees
Tamara Broderick, Massachusetts Institute of Technology
11:00 AM
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Bayesian Inference of Separable Covariance Models for Health Care Quality Measures
Judith Law, Harvard Medical School; Laura A Hatfield, Harvard Medical School; Alan M. Zaslavsky, Harvard Medical School
11:10 AM
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A New Class of Unimodal, Asymmetric, Heavy-Tailed Densities with Applications to Regression and Time-Series Models
Li Kang, University of Texas At Austin
11:15 AM
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The Impact of Covariance Priors on Arm-Based Bayesian Network Meta-Analyzes with Binary Outcomes
Zhenxun Wang, University of Minnesota,; Lifeng Lin, Florida State University; JIM HODGES, UNIVERSITY OF MINNESOTA; Haitao Chu, University of Minnesota
11:45 AM
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Generalized Polya Urn Process Models for Bayesian Phylogenetic Inference
Mandev Gill, Rega Institute, KU Leuven; Philippe Lemey, Rega Institute, KU Leuven; Marc Suchard, UCLA; Guy Baele, Rega Institute / KU Leuven
2:05 PM
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Bayesian Finite Population Estimates from a Two-Stage Sample with Spatial Correlation
Alec M Chan-Golston, University of California, Los Angeles; Sudipto Banerjee, UCLA; Mark Handcock, University of California, Los Angles
2:15 PM
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Statistical Analysis of E-Sports Data
Nicholas Clark, United States Military Academy; Brian Macdonald, Greater Than Plus Minus
2:25 PM
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Novel Methods for Incorporating Sample Designs in Bayesian Inference
Michael Elliott, University of Michigan; Yuqi Zhai, University of Michigan; Trivellore Raghunathan, University of Michigan
2:55 PM
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Constrained Bayesian Inference Through Posterior Projections
Sayan Patra, Duke University; David Dunson, Duke University
3:25 PM
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Tuesday, 07/30/2019
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Bayesian Inference on Multivariate Medians and Quantiles
Indrabati Bhattacharya, North Carolina State University; Subhashis Ghosal, North Carolina State University
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A Bayesian Zero Inflated Binomial Model for Repeated Measures Count Data
Benjamin W. Rogers, UCLA
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Bayesian Inference for Exponential Random Graph Models via Kernel Bayes Rule
Fan Yin, University of California, Irvine; Carter Tribley Butts, University of California, Irvine
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Bayesian Finite Population Estimates from a Two-Stage Sample with Spatial Correlation
Alec M Chan-Golston, University of California, Los Angeles; Sudipto Banerjee, UCLA; Mark Handcock, University of California, Los Angles
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Approximate Bayesian Inference via Sparse Grid Quadrature Evaluation for Hierarchical Models
Joshua Hewitt, Colorado State University; Jennifer A Hoeting, Colorado State University
8:50 AM
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Towards Realtime Bayesian Inference for Pathogen Phylodynamics
Guy Baele, Rega Institute / KU Leuven; Mandev Gill, Rega Institute, KU Leuven; Philippe Lemey, Rega Institute, KU Leuven; Marc Suchard, UCLA; Andrew Rambaut, University of Edinburgh
9:35 AM
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Bayesian Model and Analysis of Particulate Matter Metal Mixtures
Boubakari Ibrahimou, Florida International University
10:35 AM
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A Bayesian Joint Model for Longitudinal Frequency and Duration Outcomes in a Migraine Study
Gul Inan, Istanbul Technical University
11:35 AM
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Bayesian Inference for the Common Location Parameter of Several Shifted-Exponential Populations
Sumith Gunasekera, The University of Tennessee - Chattanooga
11:35 AM
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Bayesian Inference for Exponential Random Graph Models via Kernel Bayes Rule
Fan Yin, University of California, Irvine; Carter Tribley Butts, University of California, Irvine
11:45 AM
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A Bayesian Zero Inflated Binomial Model for Repeated Measures Count Data
Benjamin W. Rogers, UCLA
11:50 AM
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Honey I Shrunk the Intercept
Ananda Sen, University of Michigan; Phil Boonstra, University of Michigan
2:30 PM
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Estimation and Comparison of Conditional Moment Models
Siddhartha Chib, Washington University in St. Louis
3:05 PM
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Bayesian Inference for Sample Surveys in the Presence of High-Dimensional Auxiliary Information
Yutao Liu, Columbia University; Andrew Gelman, Columbia University; Qixuan Chen, Columbia University
3:05 PM
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Particle Filters in High Dimensions
Peter Jan van Leeuwen, Colorado State University and University of Reading (UK); Manuel Pulido, University of Reading
3:20 PM
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Wednesday, 07/31/2019
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Calibrating Strength Model Parameters Using Taylor Anvil Data
Kathleen Schmidt, Lawrence Livermore National Laboratory; Jason Bernstein, Lawrence Livermore National Laboratory; Ana Kupresanin, Lawrence Livermore National Laboratory; Nathan Barton, Lawrence Livermore National Laboratory; David Rivera, Lawrence Livermore National Laboratory; Jeffrey Florando, Lawrence Livermore National Laboratory
8:35 AM
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The Role of Satellite Data in Making Bayesian Inference on Carbon Dioxide Fluxes: Where, When, How Much, and How Certain?
Noel Cressie, University of Wollongong; Andrew Zammit-Mangion, University of Wollongong
9:25 AM
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Circuit Fault Diagnosis Using Simulation and Bayesian Inference
Qianqian Shan, Iowa State University; Stephen Holland, Iowa State University; William Q. Meeker, Iowa State University
10:50 AM
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Small Area Models for Skewed Brazilian Business Survey Data
Fernando Moura, IM-UFRJ; Denise Britz Nascimento Silva, ENCE-IBGE; Andre Felipe Neves, IBGE
10:55 AM
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Bayesian Inference for Network Meta-Regression Using Multivariate Random Effects with Applications to Cholesterol-Lowering Drugs
Joseph G Ibrahim, UNC; Sungduk Kim, NIH; Ming-Hui Chen, University of Connecticut; Arvind Shah, Merck, Inc.; Jianxin Lin, Merck, Inc.; Hao Li, Boehringer Ingelheim; Andrew Tershakovec, Merck, Inc
2:05 PM
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Dirichlet Process Gaussian Process Model for Photometric Redshift
Arindam Fadikar; David Higdon, Virginia Tech; Jonas Chaves-Montero, Argonne National Lab; Salman Habib, Argonne National Lab
2:05 PM
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Bayesian Inference in Nonparanormal Graphical Models
Jami Mulgrave; Subhashis Ghoshal, North Carolina State University
3:05 PM
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Thursday, 08/01/2019
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Online Skill Rating Algorithms
Nicolas Grenon-Godbout; Jonathan Dumas , Ubisoft; Simon Fontaine, Ubisoft; Gabrielle Rit, Ubisoft; Timothy Park, Ubisoft
9:35 AM
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Strengthening Clinical Trials Through Synthetic Control Arms
Antara Majumdar, Medidata Solutions; Ruthie Davi, Medidata Solutions; Steven Schwager, Medidata Solutions
9:55 AM
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Impact of Certified Mail on Nonresponse Rates
Redouane Betrouni, U.S. Census Bureau; Peter Schilling, U.S. Census Bureau; Dedrick Owens, U.S. Census Bureau; Bac Tran, U.S. Census Bureau
11:05 AM
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Understanding Lake Winnipeg Basin Walleye Fish Movement Patterns Using Bayesian State-Space Models
Inesh Munaweera , University of Manitoba; Saman Muthukumarana, University of Manitoba; Darren Gillis, University of Manitoba; Douglas Watkinson, Fisheries and Oceans Canada; Colin Charles, Fisheries & Oceans Canada
11:05 AM
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Robust Estimation of Employment and Finance Data Using Bayesian Inference for a t-Mixture of Linear Mixed Models
Giang Trinh, US Census Bureau; Noah Bassel, U.S. Census Bureau; Bac Tran, U.S. Census Bureau
11:50 AM
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