Kidd, Brian; Katzfuss, Matthias [Li, Bo; Shand, Lyndsay; Banerjee, Sudipto; Peruzzi, Michele; Peluso, Stefano; Pérez Ruiz, Diego Andrés; Leonard, Tom; Heaton, Matthew J.; Azizi, Lamiae; Wade, Sara; Yu, Weichang; Guha, Suman; Sottosanti, Andrea; Risso, Davide; Castiglione, Cristian; Marques, Isa; Kneib, Thomas; Lindgren, Finn] Bayesian nonstationary and nonparametric covariance estimation for large spatial data (with discussion). (English) Zbl 07809850 Bayesian Anal. 17, No. 1, 291-351 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{B. Kidd} and \textit{M. Katzfuss}, Bayesian Anal. 17, No. 1, 291--351 (2022; Zbl 07809850) Full Text: DOI arXiv Link
Collins, Gavin Q.; Heaton, Matthew J.; Hu, Leiqiu Physically constrained spatiotemporal modeling: generating clear-sky constructions of land surface temperature from sparse, remotely sensed satellite data. (English) Zbl 1521.62286 J. Appl. Stat. 47, No. 8, 1439-1459 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{G. Q. Collins} et al., J. Appl. Stat. 47, No. 8, 1439--1459 (2020; Zbl 1521.62286) Full Text: DOI
Pugh, Sierra; Heaton, Matthew J.; Svedin, Jeff; Hansen, Neil Spatiotemporal lagged models for variable rate irrigation in agriculture. (English) Zbl 1428.62492 J. Agric. Biol. Environ. Stat. 24, No. 4, 634-650 (2019). MSC: 62P12 62M30 PDFBibTeX XMLCite \textit{S. Pugh} et al., J. Agric. Biol. Environ. Stat. 24, No. 4, 634--650 (2019; Zbl 1428.62492) Full Text: DOI
Heaton, Matthew J.; Datta, Abhirup; Finley, Andrew O.; Furrer, Reinhard; Guinness, Joseph; Guhaniyogi, Rajarshi; Gerber, Florian; Gramacy, Robert B.; Hammerling, Dorit; Katzfuss, Matthias; Lindgren, Finn; Nychka, Douglas W.; Sun, Furong; Zammit-Mangion, Andrew A case study competition among methods for analyzing large spatial data. (English) Zbl 1426.62345 J. Agric. Biol. Environ. Stat. 24, No. 3, 398-425 (2019). MSC: 62P12 62M30 62-08 PDFBibTeX XMLCite \textit{M. J. Heaton} et al., J. Agric. Biol. Environ. Stat. 24, No. 3, 398--425 (2019; Zbl 1426.62345) Full Text: DOI arXiv