Brian Reich
Bio
Brian is the Gertrude M Cox Distinguished Professor of Statistics at North Carolina State University. His research interests include Bayesian methods, spatial statistics, extreme value analysis, variable selection and dimension reduction and machine learning. In addition to these methodological interests, Brian applies these methods to environmental areas such as ecology, epidemiology, meteorology and climate.
Publications
- A Complete Density Correction using Normalizing Flows (CDC-NF) for CMIP6 GCMs , SCIENTIFIC DATA (2025)
- Bayesian inference informed by parameter subset selection for a minimal PBPK brain model , Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences (2025)
- Bivariate DeepKriging for Large-Scale Spatial Interpolation of Wind Fields , TECHNOMETRICS (2025)
- Distributed model building and recursive integration for big spatial data modeling , BIOMETRICS (2025)
- Host Environment, Genetics, and Behaviors That Contribute to Nontuberculous Mycobacterial Pulmonary Disease in Hawai'i , AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE (2025)
- Matching estimators of causal effects in clustered observational studies , JOURNAL OF CAUSAL INFERENCE (2025)
- Spatiotemporal Dynamics and Drivers of Microbial Contaminants in Hurricane Florence Floodwaters , ACS ES&T WATER (2025)
- Two-stage estimators for spatial confounding with point-referenced data , BIOMETRICS (2025)
- A Gaussian-process approximation to a spatial SIR process using moment closures and emulators , BIOMETRICS (2024)
- A diverse portfolio of marine protected areas can better advance global conservation and equity , PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2024)