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231 * Tue, 8/9/2022, 8:30 AM - 10:20 AM CC-101
Statistical Methods Under Preferential and Informative Sampling — Topic Contributed Papers
Section on Statistics and the Environment, Survey Research Methods Section
Organizer(s): Erin Schliep, University of Missouri
Chair(s): Christopher K. Wikle, University of Missouri
8:35 AM Preferential Monitoring Site Selection: A Case Study on PM10 in the South Coast Air Basin of California
James Zidek, University of British Columbia; Adrian Jones, University of British Columbia; Joe Watson , Pacific Biological Station
8:55 AM Spatial Kriging in the Presence of Informative Sampling Designs
Erin Schliep, University of Missouri; Christopher K. Wikle, University of Missouri; Ranadeep Daw, University of Missouri
9:15 AM An Empirical Evaluation of Alternative Approaches to Adjusting for Attrition When Analyzing Longitudinal Survey Data
Yajuan Si, University of Michigan
9:35 AM A Comparison of Design-Based and Model-Based Approaches for Finite Population Spatial Data
Michael Dumelle, United States Environmental Protection Agency (USEPA); Matt Higham, St. Lawrence University; Jay Ver Hoef, National Oceanic and Atmospheric Administration (NOAA); Anthony Olsen, United States Environmental Protection Agency (USEPA); Lisa Madsen, Oregon State University
9:55 AM Preferential Sampling in Opportunistic Citizen Science Data
Becky Tang, Duke University; Alan E. Gelfand, Duke University
10:15 AM Floor Discussion