Contributed Papers

Bayesian Analysis of Massive and Complex Data Sets

Sun, Aug 3, 2:00 PM - 3:50 PM Room CC-106B Music City Center

Section on Bayesian Statistical Science

7 Presentations

A Bayesian approach to correct for misclassification error in EHR data

2:05 PM - 2:20 PM

Co-authors: Niko Kaciroti (University of Michigan), Susan Woolford (University of Michigan), Niko Kaciroti (University of Michigan), Gary Freed (University of Michigan)

Measurement error Missing data Sensitive analysis

A Flexible Bayesian Approach to Link Massive Noisy Databases

2:20 PM - 2:35 PM

Co-authors: Hyungjoon Kim (Colorado State University), Andee Kaplan (Colorado State University), Hyungjoon Kim (Colorado State University), Matthew Koslovsky (Colorado State University)

Record linkage Entity resolution Bayesian hierarchical model Variational inference Measurement error

Bayesian Function-on-Function Regression for Spatial Functional Data

2:35 PM - 2:50 PM

Co-authors: HEESANG LEE (Yonsei University), Dagun Oh (Yonsei University), HEESANG LEE (Yonsei University), Sunhwa Choi (National Institute for Mathematical Sciences), Jaewoo Park (Yonsei University, Department of Applied Statistics)

dimension reduction function-on-function regression functional kriging Markov chain Monte Carlo Gaussian process

Bayesian Logistic Regression for Atom Probe Tomography

2:50 PM - 3:05 PM

Co-authors: Angela Folz (University of Colorado Boulder), Angela Folz (University of Colorado Boulder), Jacob Garcia (Applied Chemicals and Materials Division, National Institute of Standards and Technology), Ann Chiaramonti Debay (Applied Chemicals and Materials Division, National Institute of Standards and Technology), Michael Frey (National Institute of Standards & Technology)

sample survival atom probe tomography Bayesian analysis logistic regression

Flexible Bayesian Tensor Decomposition for Verbal Autopsy Data

3:05 PM - 3:20 PM

Co-authors: Yu Zhu (University of California-Santa Cruz), Zehang Li (UCSC), Yu Zhu (University of California-Santa Cruz)

Bayesian hierarchical model;probabilistic tensor decomposition;ause-of-death classification;verbal autopsy;mortality quantification

Integrative Analysis of Randomized Trial and Real-World Data via Novel Meta-Analysis and Clustering

3:20 PM - 3:35 PM

Co-authors: Hyotae Kim (Duke University), Susan Halabi (Duke University), Hyotae Kim (Duke University)

Bayesian nonparametric model Geometric weights prior Meta-analysis Randomized clinical trial Real-world data

New Advance on Bayesian Superiority Trial Design with Application to Rare Disease Drug Development

3:35 PM - 3:50 PM

Co-authors: Zhe Guan (University of Connecticut), Max Sun (University of Connecticut), Max Sun (University of Connecticut), Ming-Hui Chen (University of Connecticut), John Zhong (REGENXBIO)

Power Prior Historical Borrowing Overlapping Index