1,777
Views
15
CrossRef citations to date
0
Altmetric
Theory and Methods

Highly Scalable Bayesian Geostatistical Modeling via Meshed Gaussian Processes on Partitioned Domains

ORCID Icon, &
Pages 969-982 | Received 26 Mar 2020, Accepted 02 Oct 2020, Published online: 24 Nov 2020

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (6)

Zhao Tang Luo, Huiyan Sang & Bani Mallick. (2023) A Nonstationary Soft Partitioned Gaussian Process Model via Random Spanning Trees. Journal of the American Statistical Association 0:0, pages 1-12.
Read now
Brian Neelon, Chun-Che Wen & Sara E. Benjamin-Neelon. (2023) A multivariate spatiotemporal model for tracking COVID-19 incidence and death rates in socially vulnerable populations. Journal of Applied Statistics 50:8, pages 1812-1835.
Read now
Cheng Li, Saifei Sun & Yichen Zhu. (2023) Fixed-Domain Posterior Contraction Rates for Spatial Gaussian Process Model with Nugget. Journal of the American Statistical Association 0:0, pages 1-25.
Read now
Yeonjoo Park, Bo Li & Yehua Li. (2023) Crop Yield Prediction Using Bayesian Spatially Varying Coefficient Models with Functional Predictors. Journal of the American Statistical Association 118:541, pages 70-83.
Read now
Yang Zhou, Lirong Xue, Zhengyu Shi, Libo Wu & Jianqing Fan. (2022) Measuring Housing Vitality from Multi-Source Big Data and Machine Learning. Journal of the American Statistical Association 117:539, pages 1045-1059.
Read now

Articles from other publishers (9)

Si Cheng, Bledar A. Konomi, Georgios Karagiannis & Emily L. Kang. (2024) Recursive nearest neighbor co‐kriging models for big multi‐fidelity spatial data sets. Environmetrics.
Crossref
Xiaotian Zheng, Athanasios Kottas & Bruno Sansó. (2023) Nearest-Neighbor Mixture Models for Non-Gaussian Spatial Processes. Bayesian Analysis 18:4.
Crossref
Pierfrancesco Alaimo Di Loro, Marco Mingione, Jonah Lipsitt, Christina M. Batteate, Michael Jerrett & Sudipto Banerjee. (2023) Bayesian hierarchical modeling and analysis for actigraph data from wearable devices. The Annals of Applied Statistics 17:4.
Crossref
Xiaotian Zheng, Athanasios Kottas & Bruno Sansó. (2023) Bayesian geostatistical modeling for discrete‐valued processes. Environmetrics 34:7.
Crossref
Zhixing Xu, Jonathan R. Bradley & Debajyoti Sinha. (2023) Latent multivariate log-gamma models for high-dimensional MultiType responses with application to daily fine particulate matter and mortality counts. The Annals of Applied Statistics 17:2.
Crossref
Zaida C. Quiroz, Marcos O. Prates, Dipak K. Dey & H.åvard Rue. (2023) Fast Bayesian inference of block Nearest Neighbor Gaussian models for large data. Statistics and Computing 33:2.
Crossref
Debangan Dey, Abhirup Datta & Sudipto Banerjee. (2023) Modeling Multivariate Spatial Dependencies Using Graphical Models. The New England Journal of Statistics in Data Science, pages 283-295.
Crossref
Cheng Li. (2022) Bayesian fixed-domain asymptotics for covariance parameters in a Gaussian process model. The Annals of Statistics 50:6.
Crossref
Lu Zhang, Sudipto Banerjee & Andrew O. Finley. (2021) High‐dimensional multivariate geostatistics: A Bayesian matrix‐normal approach. Environmetrics 32:4.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.