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 | 79 | 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 | 40 | 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 | 3 | 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 | | 2024 |
Application, Methodology, and Theory for Gaussian Processes DS Zilber | | 2021 |