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
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