Legend:
CC = Vancouver Convention Centre
F = Fairmont Waterfront Vancouver
* = applied session ! = JSM meeting theme
400
Tue, 7/31/2018,
2:00 PM -
3:50 PM
CC-West 217
Recent Advances in Bayesian Computation and Modeling of High-Dimensional Multivariate Data — Topic Contributed Papers
Section on Bayesian Statistical Science
Organizer(s): Michael Stanley Smith, University of Melbourne
Chair(s): Stan Altan
2:05 PM
Gaussian Variational Approximation for High-Dimensional State Space Models
Robert Kohn, Univ of New South Wales ; Matias Quiroz , University of New South wales ; David J Nott, National University of Singapore
2:25 PM
Bayesian Inference of Spreading Processes on Networks
Antonietta Mira, Università della Svizzera italiana ; Ritabrata Dutta, Università della Svizzera italiana; Jukka-Pekka Onnela, Harvard T. H. Chan School of Public Health
2:45 PM
Implicit Copulas from Bayesian Regularized Regression Smoothers
Nadja Klein, University of Melbourne ; Michael Stanley Smith, University of Melbourne
3:05 PM
Variational Bayes Estimation of Time Series Copulas for Multivariate Ordinal and Mixed Data
Michael Stanley Smith, University of Melbourne ; Ruben Loaiza-Maya, Unviersity of Melbourne
3:25 PM
Efficiently Combining Pseudo Marginal and Particle Gibbs Sampling
David Gunawan, University of New South Wales ; Christopher Carter, University of New South Wales; Robert Kohn, Univ of New South Wales
3:45 PM
Floor Discussion
