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 spatiotemporal optimization engine for prescribed burning in the Southeast US , ECOLOGICAL INFORMATICS (2024)
- 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)
- 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)
- Applying mark-resight, count, and telemetry data to estimate effective sampling area and fish density with stationary underwater cameras , CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES (2024)
- DEEPKRIGING: SPATIALLY DEPENDENT DEEP NEURAL NETWORKS FOR SPATIAL PREDICTION , STATISTICA SINICA (2022)
- Estimating spatially varying health effects of wildland fire smoke using mobile health data , JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS (2024)
- MODELING EXTREMAL STREAMFLOW USING DEEP LEARNING APPROXIMATIONS AND A FLEXIBLE SPATIAL PROCESS , ANNALS OF APPLIED STATISTICS (2024)
- Measurement of Hydro-EVE and 6:2 FTS in Blood from Wilmington, North Carolina, Residents, 2017-2018 , ENVIRONMENTAL HEALTH PERSPECTIVES (2024)