Online Program Home
My Program

Keyword Search

Legend:
CC = Colorado Convention Center   H = Hyatt Regency Denver at Colorado Convention Center
* = applied session       ! = JSM meeting theme

Keyword Search Criteria: Air pollution returned 14 record(s)
Sunday, 07/28/2019
Path-Tracked Spatial-Temporal Prediction of PM2.5
Lei Chen, Peking University
2:35 PM

Causal Methods to Adjust for Confounding When Air Pollution Exposure Is Measured with Error
Danielle Braun, Harvard University; Xiao Wu, Harvard University; Marianthi-Anna Kioumourtzoglou, Mailman School of Public Health, Columbia University; Francesca Dominici, Harvard T.H. Chan School of Public Health
3:05 PM

Discovering Heterogeneous Exposure Effects in Air Pollution Studies
Kwonsang Lee, Harvard University; Dylan Small, University of Pennsylvania; Francesca Dominici, Harvard T.H. Chan School of Public Health
4:45 PM

Monday, 07/29/2019
Modeling Air Pollution in Beijing with Meteorological Data
Ying Zhang, Pennsylvania State University; Song Xi Chen, Peking University; Le Bao, Pennsylvania State University


Fine-Scale Spatiotemporal Air Pollution Analysis Using Mobile Monitors on Google Street View Vehicles
Yawen Guan, North Carolina State University; Margaret Johnson, JPL; Matthias Katzfuss, Texas A & M University; Elizabeth Mannshardt, US Environmental Protection Agency; Kyle Messier, Oregon State University; Brian Reich, North Carolina State University; Joon Jin Song, Baylor University
2:20 PM

Causal Inference with Interfering Units for Cluster and Population Level Treatment Allocation Programs
Georgia Papadogeorgou, Duke; Fabrizia Mealli, University of Florence; Corwin Zigler, University of Texas at Austin
2:25 PM

Measurement Error, Spatial Confounding, and Changing Target Populations
Joshua Keller, Colorado State University
2:45 PM

Tuesday, 07/30/2019
Hierarchical Bayesian Models to Estimate the Effects of Determinants of Airway and Alveolar Nitric Oxide
Jingying Weng; Noa Molshatski, University of Southern California; Paul Marjoram, University of Southern California; Patrick Muchmore, University of Southern California; Shujing Xu, University of Southern California; Frank D Gilliland, University of Southern California; Sandrah P Eckel, University of Southern California


Hierarchical Bayesian Models to Estimate the Effects of Determinants of Airway and Alveolar Nitric Oxide
Jingying Weng; Noa Molshatski, University of Southern California; Paul Marjoram, University of Southern California; Patrick Muchmore, University of Southern California; Shujing Xu, University of Southern California; Frank D Gilliland, University of Southern California; Sandrah P Eckel, University of Southern California
9:00 AM

Bayesian Model and Analysis of Particulate Matter Metal Mixtures
Boubakari Ibrahimou, Florida International University
10:35 AM

Posterior Predictive Treatment Assignment Methods for Causal Inference in the Context of Time-Varying Treatments
Shirley Liao
11:15 AM

Combining Air Pollution Estimates from Multiple Statistical Models Using Spatial Bayesian Ensemble Averaging
Nancy L Murray, Emory University; Howard Chang, Emory
3:35 PM

Wednesday, 07/31/2019
Adaptive Ensemble Learning for Spatiotemporal Processes with Calibrated Predictive Uncertainty: a Bayesian Nonparametric Approach
Jeremiah Liu
10:55 AM

A Unified Exposure Prediction Approach for Multivariate Spatial Data
Roman Jandarov, University of Cincinnati College of Medicine; Zheng Zhu, University of Cincinnati College of Medicine
11:25 AM