4 papers
Spatial causal inference in the presence of preferential sampling to study the impacts of marine protected areas
Dongjae Son, Brian J. Reich, Erin M. Schliep +2
Marine Protected Areas (MPAs) have been established globally to conserve marine resources. Given their maintenance costs and impact on commercial fishing, it is critical to evaluat…
Spatial Causal Tensor Completion for Multiple Exposures and Outcomes: An Application to the Health Effects of PFAS Pollution
Xiaodan Zhou, Brian J Reich, Shu Yang
Per- and polyfluoroalkyl substances (PFAS) are typically encountered as mixtures of distinct chemicals with distinct effects on multiple health outcomes. Estimating joint causal ef…
A Spectral Confounder Adjustment for Spatial Regression with Multiple Exposures and Outcomes
Shih-Ni Prim, Yawen Guan, Shu Yang +5
Characterizing social vulnerability is fundamental to disaster response planning. Numerous vulnerability indicators have been developed, but they are typically not validated for th…
A Two-Stage Approach for Segmenting Spatial Point Patterns Applied to Multiplex Imaging
Alvin Sheng, Brian J. Reich, Ana-Maria Staicu +3
Recent advances in multiplex imaging have enabled researchers to locate different types of cells within a tissue sample. This is especially relevant for tumor immunology, as clinic…