Vecchia approximations of Gaussian-process predictions M Katzfuss, J Guinness, W Gong, D Zilber Journal of Agricultural, Biological and Environmental Statistics 25, 383-414, 2020 | 92 | 2020 |
Vecchia–Laplace approximations of generalized Gaussian processes for big non-Gaussian spatial data D Zilber, M Katzfuss Computational Statistics & Data Analysis 153, 107081, 2021 | 43 | 2021 |
GPvecchia: Fast Gaussian-process inference using Vecchia approximations M Katzfuss, M Jurek, D Zilber, W Gong, J Guinness, J Zhang, F Schäfer R package version 0.1 3, 2020 | 14 | 2020 |
GPvecchia: Scalable gaussian-process approximations M Katzfuss, M Jurek, D Zilber, W Gong R package version 0.1 3, 2020 | 9 | 2020 |
Spatial retrievals of atmospheric carbon dioxide from satellite observations J Hobbs, M Katzfuss, D Zilber, J Brynjarsdóttir, A Mondal, V Berrocal Remote Sensing 13 (4), 571, 2021 | 4 | 2021 |
Spatial surface reflectance retrievals for visible/shortwave infrared remote sensing via Gaussian process priors D Zilber, DR Thompson, M Katzfuss, V Natraj, J Hobbs, A Braverman Remote Sensing 14 (9), 2183, 2022 | 2 | 2022 |
Reflected generalized concentration addition and Bayesian hierarchical models to improve chemical mixture prediction D Zilber, K Messier Plos one 19 (3), e0298687, 2024 | 1 | 2024 |
A review of geospatial exposure models and approaches for health data integration LP Clark, D Zilber, C Schmitt, DC Fargo, DM Reif, AA Motsinger-Reif, ... Journal of Exposure Science & Environmental Epidemiology, 1-18, 2024 | | 2024 |
Air Pollution Data for the Masses: An Open-Access, Test-Driven, and Reproducible Pipeline PM2. 5 Hybrid Model for Epidemiology Applications I Song, E Marques, M Manware, MA Kassien, R Daw, D Zilber, A Singh, ... ISEE Conference Abstracts 2024 (1), 2024 | | 2024 |
Application, Methodology, and Theory for Gaussian Processes DS Zilber | | 2021 |