Mukerjee, Rahul Improving upon the effective sample size based on Godambe information for block likelihood inference. (English) Zbl 07876402 Comput. Stat. 39, No. 2, 891-904 (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Jin, Bora; Herring, Amy H.; Dunson, David Spatial predictions on physically constrained domains: applications to Arctic sea salinity data. (English) Zbl 07832624 Ann. Appl. Stat. 18, No. 2, 1596-1617 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Cruz-Reyes, Danna L.; Assunção, Renato M.; Loschi, Rosangela H. Inducing high spatial correlation with randomly edge-weighted neighborhood graphs. (English) Zbl 07810216 Bayesian Anal. 18, No. 4, 1247-1281 (2023). MSC: 62-XX 05C75 62H11 46N30 × Cite Format Result Cite Review PDF Full Text: DOI Link
Saha, Arkajyoti; Basu, Sumanta; Datta, Abhirup Random forests for spatially dependent data. (English) Zbl 1514.68262 J. Am. Stat. Assoc. 118, No. 541, 665-683 (2023). MSC: 68T05 62D20 62M30 × Cite Format Result Cite Review PDF Full Text: DOI Link
Chen, Jie; Stein, Michael L. Linear-cost covariance functions for Gaussian random fields. (English) Zbl 1514.62290 J. Am. Stat. Assoc. 118, No. 541, 147-164 (2023). MSC: 62P12 60G15 62M30 86A32 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Datta, Abhirup Nearest-neighbor sparse Cholesky matrices in spatial statistics. (English) Zbl 07910984 Wiley Interdiscip. Rev., WIREs Comput. Stat. 14, No. 5, Article ID e1574, 21 p. (2022). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Majumder, Suman; Guan, Yawen; Reich, Brian J.; Saibaba, Arvind K. Kryging: geostatistical analysis of large-scale datasets using Krylov subspace methods. (English) Zbl 1496.62017 Stat. Comput. 32, No. 5, Paper No. 74, 16 p. (2022). MSC: 62-08 62M30 62P12 65F10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Katzfuss, Matthias; Guinness, Joseph A general framework for Vecchia approximations of Gaussian processes. (English) Zbl 07368223 Stat. Sci. 36, No. 1, 124-141 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Finley, Andrew O.; Datta, Abhirup; Cook, Bruce D.; Morton, Douglas C.; Andersen, Hans E.; Banerjee, Sudipto Efficient algorithms for Bayesian nearest neighbor Gaussian processes. (English) Zbl 07499062 J. Comput. Graph. Stat. 28, No. 2, 401-414 (2019). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Shirota, Shinichiro; Banerjee, Sudipto Scalable inference for space-time Gaussian Cox processes. (English) Zbl 1435.62433 J. Time Ser. Anal. 40, No. 3, 269-287 (2019). Reviewer: James P. Howard II (Columbia) MSC: 62P25 62H11 60G55 60G15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv