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
Cameletti, Michela; Lindgren, Finn; Simpson, Daniel; Rue, Håvard Spatio-temporal modeling of particulate matter concentration through the SPDE approach. (English) Zbl 1443.62401 AStA, Adv. Stat. Anal. 97, No. 2, 109-131 (2013). MSC: 62P12 62M30 62M40 PDFBibTeX XMLCite \textit{M. Cameletti} et al., AStA, Adv. Stat. Anal. 97, No. 2, 109--131 (2013; Zbl 1443.62401) Full Text: DOI Link
Martins, Thiago G.; Simpson, Daniel; Lindgren, Finn; Rue, Håvard Bayesian computing with INLA: new features. (English) Zbl 1471.62135 Comput. Stat. Data Anal. 67, 68-83 (2013). MSC: 62-08 62F15 PDFBibTeX XMLCite \textit{T. G. Martins} et al., Comput. Stat. Data Anal. 67, 68--83 (2013; Zbl 1471.62135) Full Text: DOI arXiv Link
Bolin, David; Lindgren, Finn A comparison between Markov approximations and other methods for large spatial data sets. (English) Zbl 1349.62445 Comput. Stat. Data Anal. 61, 7-21 (2013). MSC: 62M30 62M40 PDFBibTeX XMLCite \textit{D. Bolin} and \textit{F. Lindgren}, Comput. Stat. Data Anal. 61, 7--21 (2013; Zbl 1349.62445) Full Text: DOI arXiv Link
Lindgren, Finn; Rue, Håvard; Lindström, Johan An explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approach. (English) Zbl 1274.62360 J. R. Stat. Soc., Ser. B, Stat. Methodol. 73, No. 4, 423-498 (2011). MSC: 62H11 62M40 62H30 86A32 60H15 PDFBibTeX XMLCite \textit{F. Lindgren} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 73, No. 4, 423--498 (2011; Zbl 1274.62360) Full Text: DOI