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Computational Statistics

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Wednesday, June 3

Computational Statistics Posters
E-Poster

Wed, Jun 3, 1:00 PM - 4:00 PM

Poster Q&A will be available during these designated hours as part of the virtual conference.

WITHDRAWN Statistical Computing and Informatics for Biodiversity and Forests Conservation

Testing for Heteroscedasticity in Functional Linear Models
James Triece Cameron, George Mason University

Comparative Study of Gaussian Stochastic Process Models Under Different Correlation Functions
Kazeem Adewale Osuolale, Nigerian Institute of Medical Research (NIMR)

WITHDRAWN The Effect of Institutions on Economic Growth: An Analysis Based on Bayesian Panel Data Estimation

WITHDRAWN False Discovery Rates for Second-Generation P-Values in Large-Scale Inference

A Moving Shape (3 D) Time Series Model
Mian Arif Shams Adnan, Bowling Green State University

Fast Optimal Subsampling Probability Approximation for Generalized Linear Models
JooChul Lee, University of Connecticut, Department of Statistics

Thursday, June 4

Computing in Data Privacy Fill out evaluation
Invited

Thu, Jun 4, 10:00 AM - 11:35 AM

Organizer(s): Aleksandra Slavkovic, Penn State University

Chair(s): Aleksandra Slavkovic, Penn State University

10:05 AM

Formally Private Microdata at Scale: Reducing the Magnitude of Upward Bias
Philip Leclerc, United States Census Bureau

10:35 AM

OpenDP: An Open-Source Suite of Differential Privacy Tools
James Honaker, Harvard University

11:05 AM

Encode, Shuffle, Analyze Revisited: Strong Privacy Despite High Epsilon
Abhradeep Guha Thakurta, Google Research Brain Team and UC Santa Cruz

Parallel Computing Fill out evaluation
Invited

Thu, Jun 4, 11:40 AM - 12:45 PM

Organizer(s): Sean Blanchard, Los Alamos National Laboratory

Chair(s): Sean Blanchard, Los Alamos National Laboratory

11:45 AM

Democratizing Calculations in the Cloud
Presentation Andrew Glenn Shewmaker, OpenEye Scientific

12:15 PM

Adaptive MCMC for Everyone
Presentation Jeffrey S. Rosenthal, University of Toronto

Computational Statistics 1 Fill out evaluation
Contributed Refereed

Thu, Jun 4, 1:20 PM - 2:55 PM

Chair(s): Sujay Datta, University of Akron

1:25 PM

Nonparametric Estimation of Blood Alcohol Concentration from Transdermal Alcohol Measurements Using Alcohol Biosensor Devices
Presentation Bryan Edward Vader, Naval Base Ventura County

1:55 PM

Parameter-Expanded Data Augmentation for Analyzing Correlated Binary Data Using Multivariate Probit Models
Xiao Zhang, Michigan Technological University

2:25 PM

Streaming Data Analysis with Dynamic Regression Trees
Presentation Simon Paul Wilson, Trinity College Dublin

2:40 PM

Q&A

Friday, June 5

Computational Statistics 2 Fill out evaluation
Contributed Refereed

Fri, Jun 5, 11:15 AM - 12:50 PM

Chair(s): Waldyn Gerardo Martinez, Miami University

11:20 AM

On the Estimation Bias in First-Order Bifurcating Autoregressive Models
Presentation Tamer Elbayoumi, North Carolina A&T State University

11:50 AM

Learning Large Genetic Networks Using Gaussian Graphical Models
Sujay Datta, University of Akron

12:20 PM

Kernel Mean Embedding-Based Hypothesis Tests for Comparing Spatial Point Patterns
Presentation Raif Rustamov, AT&T Labs Research

Bayesian Computation Fill out evaluation
Invited

Fri, Jun 5, 1:25 PM - 3:00 PM

Organizer(s): Michele Guindani, University of California, Irvine

Chair(s): Michele Guindani, University of California, Irvine

1:30 PM

Convergence Analysis of a Collapsed Gibbs Sampler for Bayesian Vector Autoregressions
Presentation Galin Jones, University of Minnesota

2:00 PM

Robust, Efficient Hamiltonian Monte Carlo Algorithms on Manifolds
Presentation Shiwei Lan, Arizona State University

2:30 PM

Q&A

Online Program

Viewing Track 'Computational Statistics' only

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