Online Program Home
My Program

Legend:
CC = Vancouver Convention Centre   F = Fairmont Waterfront Vancouver
* = applied session       ! = JSM meeting theme

Activity Details


98 *
Mon, 7/30/2018, 8:30 AM - 10:20 AM CC-West 224
New Developments in Bayesian Additive Regression Trees — Invited Papers
Section on Bayesian Statistical Science, International Society for Bayesian Analysis (ISBA), National Institute of Statistical Sciences
Organizer(s): Rodney Sparapani, Medical College of Wisconsin
Chair(s): Robert McCulloch, Arizona State University
8:35 AM Individualized Treatment for Time-To-Event Outcomes with BART
Presentation
Brent Logan, Medical College of Wisconsin
9:00 AM Nonparametric Regression Models of Multilevel, Heterogeneous Treatment Effects: The National Study of Learning Mindsets
Carlos Carvalho, University of Texas; Jared S Murray, University of Texas at Austin; Paul Richard Hahn, Arizona State University ; David Yeager, The University of Texas at Austin; Elizabeth Tipton, Columbia University
9:25 AM Bayesian Regression Tree Ensembles That Adapt to Smoothness and Sparsity
Presentation
Antonio Ricardo Linero, Florida State University; Yun Yang, Florida State University
9:50 AM Discussant: Prakash Laud, Medical College of Wisconsin
10:15 AM Floor Discussion
 
 

102 * !
Mon, 7/30/2018, 8:30 AM - 10:20 AM CC-West 203
SAMSI-ASTRO: New Innovations and Challenges in Astrostatistics — Invited Papers
Statistical and Applied Mathematical Sciences Institute, Astrostatistics Special Interest Group, International Society for Bayesian Analysis (ISBA)
Organizer(s): Sujit Ghosh, North Carolina State Univ.
Chair(s): Richard Smith, Statistical Applied Mathematical Sciences Institute
8:35 AM Detecting Planets: Jointly Modeling Radial Velocity and Stellar Activity Time Series
Presentation
David Edward Jones, Duke University and SAMSI; David Stenning, Imperial College London; Eric Ford, Penn State University; Robert Wolpert, Duke University; Thomas Loredo, Cornell University; Xavier Dumusque, Observatoire Astronomique de l'Universite de Geneve
8:55 AM Robust Pulsar Timing Inference with Non-Gaussian Distributions
Presentation
Hyungsuk Tak, SAMSI; Justin A. Ellis, West Virginia University; Sujit Ghosh, North Carolina State Univ.
9:15 AM Investigating the Cosmic Web with Topological Data Analysis
Presentation
Jessi Cisewski-Kehe, Yale University
9:35 AM Computer Model Calibration to Enable Disaggregation of Chemical Spectra
David Stenning, Imperial College London
9:55 AM Discussant: G. Jogesh Babu, Penn State University
10:15 AM Floor Discussion
 
 

230 * !
Mon, 7/30/2018, 2:00 PM - 3:50 PM CC-West 223
Recent Advances in Nonexchangeable, Dependent, Random Partition and Feature Allocation Models — Topic Contributed Papers
International Society for Bayesian Analysis (ISBA), Section on Bayesian Statistical Science
Organizer(s): Garritt L Page, Brigham Young University
Chair(s): Richard Warr, Brigham Young University
2:05 PM Bayesian Space-Time Partitioning by Sampling and Pruning Spanning Trees
Rosangela Loschi, Universidade Federal de Minas Gerais; Leonardo Teixeira, Purdue University; Renato Assunção , Universidade Federal de Minas Gerais
2:25 PM Determinantal Point Process Mixtures via Spectral Density Approach
Presentation
Fernando Quintana, Pontificia Universidad Catolica De Chile; Alessandra Guglielmi, Politecnico de Milano; Ilaria Bianchini, Politecnico de Milano
2:45 PM Attraction Indian Buffet Distribution
Presentation
David Dahl, Brigham Young University; Richard Warr, Brigham Young University
3:05 PM Exploiting Conjugacy to Build Time Dependent Feature Allocation Models
Presentation
Raffaele Argiento, Università di Torino; Ilaria Bianchini, Politecnico de Milano; Jim Edward Griffin, University of Kent
3:25 PM Recent Advances in Dependent Random Partition Models
Presentation
Garritt L Page, Brigham Young University; Fernando Quintana, Pontificia Universidad Catolica De Chile
3:45 PM Floor Discussion
 
 

319
Tue, 7/31/2018, 10:30 AM - 12:20 PM CC-West 120
Highlights from Bayesian Analysis — Invited Papers
Section on Bayesian Statistical Science, International Society for Bayesian Analysis (ISBA)
Organizer(s): Bruno Sanso, University of California Santa Cruz
Chair(s): Murali Haran, Penn State University
10:35 AM Bayesian Spectral Modeling for Multivariate Spatial Distributions of Elemental Concentrations in Soil
Presentation
Maria Antonia Terres, The Climate Corporation; Montserrat Fuentes, Virginia Commonwealth University; Dean Hesterberg, North Carolina State University; Matthew Polizzotto, North Carolina State University
11:00 AM Highlights from Bayesian Analysis
Presentation
Christopher C Drovandi, Queensland University of Technology; Kerrie Mengersen, Queensland University of Technology; Michael Evans, University of Toronto; David J Nott, National University of Singapore
11:25 AM Variational Hamiltonian Monte Carlo via Score Matching
Cheng Zhang, Fred Hutchinson Cancer Research Center
11:50 AM Sequential Bayesian Analysis of Multivariate Count Data
Presentation
Tevfik Aktekin , University of New Hampshire; Nick Polson, University of Chicago ; Refik Soyer , George Washington University
12:15 PM Floor Discussion
 
 

330 * !
Tue, 7/31/2018, 10:30 AM - 12:20 PM CC-East 19
Bayesian Analysis of Latent Variable Models in Economics — Topic Contributed Papers
Business and Economic Statistics Section, Section on Bayesian Statistical Science, International Society for Bayesian Analysis (ISBA)
Organizer(s): Angela Vossmeyer, Claremont McKenna College
Chair(s): Angela Vossmeyer, Claremont McKenna College
10:35 AM Testing Axioms of Stochastic Discrete Choice Using Population Choice Probabilities
Presentation
William McCausland, Universite De Montreal; Anthony Marley, University of Victoria; Clintin Davis-Stober, University of Missouri
10:55 AM Integrated Analysis of the Life-Cycle Interactions Between Health and Socioeconomic Status
Ivan Jeliazkov, University of California - Irvine; Angela Vossmeyer, Claremont McKenna College
11:15 AM Learning-Based Inflation Expectations in an Unobserved Components Model
Srikanth Ramamurthy, Loyola University Maryland
11:35 AM Flexible Bayesian Quantile Regression in Ordinal Models
Mohammad Arshad Rahman, Indian Institute of Technology Kanpur; Shubham Karnawat, Credit Suisse
11:55 AM Floor Discussion
 
 

421
Tue, 7/31/2018, 2:00 PM - 3:50 PM CC-West 218
Advances in Bayesian Modeling and Inferential Methods — Contributed Papers
International Society for Bayesian Analysis (ISBA), SSC
Chair(s): Xinyi Xu, The Ohio State University
2:05 PM Hierarchical Bayesian Analysis for Stochastic Frontier Production Function Model
Presentation
Seongho Song, University of Cincinnati; Younshik Chung, Pusan National University; David Taesok Yi, Xavier University
2:20 PM Bayesian Nonparametric Models for Multivariate Processes in Phylodynamics Using Stochastic Differential Equations
James Faulkner, University of Washington; Vladimir N. Minin, University of California, Irvine
2:50 PM Bayesian Generalized Smoothing Spline ANOVA with Dimension Reduction
Presentation
Chin-I Cheng, Central Michigan University; Paul Speckman, University of Missouri-Columbia
3:05 PM Complexity Results for MCMC Derived from Quantitative Bounds
Jun Yang, University of Toronto; Jeffrey S Rosenthal, University of Toronto
3:20 PM Floor Discussion
 
 

470 !
Wed, 8/1/2018, 8:30 AM - 10:20 AM CC-East 17
Recent Theoretical Advancements for MCMC Algorithms — Topic Contributed Papers
Section on Bayesian Statistical Science, International Society for Bayesian Analysis (ISBA)
Organizer(s): James Flegal, University of California, Riverside
Chair(s): Galin Jones, University of Minnesota
8:35 AM Convergence Complexity Analysis of Albert and Chib's Algorithm
Presentation
Qian Qin, University of Florida; James P. Hobert, University of Florida
8:55 AM MCMC for High-Dimensional Bayesian Regression
Presentation
Dootika Vats
9:15 AM Multivariate Output Analysis for Markov Chain Monte Carlo
James Flegal, University of California, Riverside
9:35 AM Selection of Proposal Distributions for Multiple Importance Sampling
Presentation
Vivekananda Roy, Iowa State University; Evangelos Evangelou, University of Bath
9:55 AM Floor Discussion
 
 

472 * !
Wed, 8/1/2018, 8:30 AM - 10:20 AM CC-East 14
Junior Research in Bayesian Nonparametric Modeling of Complex or Unknown Populations — Topic Contributed Papers
International Society for Bayesian Analysis (ISBA)
Organizer(s): Roberta De Vito
Chair(s): Roberta De Vito
8:35 AM Bayesian Nonparametric Mixed Effects Models in Microbiome Data Analysis
Boyu Ren, Harvard T.H. Chan School of Public Health
8:55 AM Bayesian Non and Semiparametric Methods for Structured Sequential Data
Abhra Sarkar, University of Texas at Austin
9:15 AM Hierarchical Infinite Latent Factor Models
Elizabeth Lorenzi, Duke University; Ricardo Henao, Duke University; Katherine Heller, Duke University
9:35 AM Black Box Variational Inference
Presentation
Rajesh Ranganath, NYU Courant Institute of Mathematical Science
9:55 AM Floor Discussion
 
 

501
Wed, 8/1/2018, 10:30 AM - 12:20 PM CC-East 19
Advances in MCMC and Computational Statistics — Invited Papers
International Society for Bayesian Analysis (ISBA)
Organizer(s): Mylene Bedard, University de Montreal
Chair(s): Jeffrey S Rosenthal, University of Toronto
10:35 AM Local Search for Optimality in RWM- and MALA-Within-Gibbs
Mylene Bedard, University de Montreal
11:05 AM Rapid and Torpid Mixing of Hamiltonian Monte Carlo
Presentation
Aaron Smith, University of Ottawa
11:35 AM Dynamic Pricing and Matching in Ride-Sharing
Dawn Woodard, Uber
12:05 PM Floor Discussion
 
 

507 * !
Wed, 8/1/2018, 10:30 AM - 12:20 PM CC-East 14
Bayesian Data Science and Statistical Science — Topic Contributed Papers
Section on Bayesian Statistical Science, International Society for Bayesian Analysis (ISBA), Section on Statistical Learning and Data Science, SSC
Organizer(s): Tamara Broderick, Massachusetts Institute of Technology
Chair(s): Rajesh Ranganath, NYU Courant Institute of Mathematical Science
10:35 AM Polynomial Approximate Sufficient Statistics for Scalable Bayesian Inference
Presentation
Tamara Broderick, Massachusetts Institute of Technology
10:55 AM Robust Clustering Using Power Posteriors: Calibration and Inference
Presentation
Jeffrey Miller, Harvard School of Public Health; David B Dunson, Duke University
11:15 AM Inferring Social Structure from Continuous-Time Interaction Data
Bailey Fosdick, Colorado State University; Wesley Lee, University of Washington; Tyler McCormick, University of Washington
11:35 AM Probabilistic Programming with Non-Parametric Bayesian Model Discovery in BayesDB
Presentation
Vikash Mansinghka; Feras Saad, MIT
11:55 AM Discussant: Nicholas Foti, University of Washington
12:15 PM Floor Discussion
 
 

601 * !
Thu, 8/2/2018, 8:30 AM - 10:20 AM CC-West 122
Prior Specifications for Finite Bayesian Mixture Models — Invited Papers
International Society for Bayesian Analysis (ISBA), Section on Bayesian Statistical Science
Organizer(s): Mario Peruggia, The Ohio State University
Chair(s): Mario Peruggia, The Ohio State University
8:35 AM Jeffreys Priors and Alternative Noninformative Solutions for Location-Scale Mixtures
Presentation
Christian Robert, Universite Paris-Dauphine; Clara Grazian, University of Oxford
9:00 AM Anchored Bayesian Gaussian Mixture Models
Presentation
Deborah Kunkel, The Ohio State University; Mario Peruggia, The Ohio State University
9:25 AM Heterogeneous Reciprocal Graphical Models
Yang Ni, UT Austin; Peter Müller, University of Texas Austin; Yitan Zhu, NorthShore University HealthSystem; Yuan Ji, NorthShore Univ. HealthSystem / The University of Chicago
9:50 AM Discussant: Bettina Grün, Johannes Kepler Universität
10:15 AM Floor Discussion
 
 

611 !
Thu, 8/2/2018, 8:30 AM - 10:20 AM CC-West 203
Nonparametric Priors for Exchangeable Data and Beyond — Topic Contributed Papers
Section on Bayesian Statistical Science, IMS, International Society for Bayesian Analysis (ISBA)
Organizer(s): Igor Pruenster, Bocconi University
Chair(s): Igor Pruenster, Bocconi University
8:35 AM Epsilon-Approximations to the Pitman-Yor Process
Presentation
Pierpaolo De Blasi, University of Turin
8:55 AM A Bayesian Semiparametric Regression Model for Joint Analysis of Microbiome Data
Juhee Lee, UC Santa Cruz; Marilou Sison-Mangus, Unversity of California, Santa Cruz
9:15 AM Bayesian Analysis of Multiple-Sample Data
Antonio Lijoi, Bocconi University
9:35 AM On Some Applications of Sums of Exchangeable Random Variables
Ramses Mena, Universidad Nacional Autonoma De Mexico
9:55 AM Global Mean-Field Variational Bayes for Density Regression
Presentation
Tommaso Rigon, Bocconi University; Daniele Durante, Bocconi University
10:15 AM Floor Discussion
 
 

653 * !
Thu, 8/2/2018, 10:30 AM - 12:20 PM CC-West 213
Advances in Bayesian Nonparametric Modeling and Computation for Complex Data — Topic Contributed Papers
Section on Bayesian Statistical Science, Section on Bayesian Statistical Science, International Society for Bayesian Analysis (ISBA)
Organizer(s): Li Ma, Duke University
Chair(s): Pierpaolo De Blasi, University of Turin
10:35 AM Robustness and Nonparametric Bayesian Methods
Presentation
Steve MacEachern, The Ohio State University
10:55 AM Density estimation via hierarchies of nonparametric priors
Presentation
Igor Pruenster, Bocconi University
11:15 AM Survival Models with Compound Random Measures
Presentation
Fabrizio Leisen, University of Kent
11:35 AM Recursive Bayesian Predictive Distributions
Presentation
Stephen Walker
11:55 AM Floor Discussion