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Contributed Papers

Causal inference, regression models, and uncertainty quantification with applications in air quality

Wed, Aug 9, 8:30 AM

Charles HallChair

Section on Statistics and the Environment

6 Presentations

A biased adjustment for GLS estimators under spatial-confounding regression models

8:35 AM - 8:50 AM

Yung-Huei Chiou (National Central University)

Co-authors: Chun-Shu Chen (National Central University)

A spatial interference approach to account for mobility in air pollution studies with multivariate continuous treatments

8:50 AM - 9:05 AM

Heejun Shin (University of Florida)

Co-authors: Danielle Braun (Harvard University), Kezia Irene (Harvard University), Joseph Antonelli (University of Florida)

Generalized propensity score approach to causal inference with spatial interference

9:05 AM - 9:20 AM

Andrew Giffin (FDA)

Co-authors: Brian Reich (North Carolina State University), Shu Yang (North Carolina State University, Department of Statistics), Ana Rappold (US EPA)

Multivariate Receptor Modeling with Widely Dispersed Lichens as Bioindicators of Air Quality

9:20 AM - 9:35 AM

Matthew Heiner (Brigham Young University)

Co-authors: Taylor Grimm (Baylor University), Hayden Smith (Vanderbilt), Steven Leavitt (Brigham Young University), William Christensen (Brigham Young University), Gregory Carling (Brigham Young University), Larry St Clair (Brigham Young University)

Statistical Methods for Transporting an Environmental Mixture Effect

9:35 AM - 9:50 AM

Melanie Mayer (Columbia University)

Co-authors: Adele Ribeiro (Philipps-Universität Marburg), Brent Coull (Harvard T.H. Chan School of Public Health), Ana Navas-Acien (Columbia University), Elias Bareinboim (Columbia University), Linda Valeri (Columbia University)

Uncertainty Quantification on the Orbiting Carbon Observatory-2: Methodology and Evaluation

9:50 AM - 10:05 AM

Joaquim Teixeira (NASA Jet Propulsion Laboratory)

Co-authors: Jonathan Hobbs (Jet Propulsion Laboratory), Amy Braverman (Jet Propulsion Laboratory)

Session participants

Eric Gilleland

Participant

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