Distributed nearest-neighbor Gaussian processes

DOI10.1080/03610918.2021.1921798OpenAlexW3163672996MaRDI QIDQ6049859

Bruno Sansó, Unnamed Author

Publication date: 18 September 2023

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2021.1921798

zbMATH Keywords

spatial analysisBayesian methodsstatistical computingcomputationally-intensive methods

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Unnamed Item
• Efficient Algorithms for Bayesian Nearest Neighbor Gaussian Processes
• Parallel inference for massive distributed spatial data using low-rank models
• Big data Bayesian linear regression and variable selection by normal-inverse-gamma summation
• High-dimensional Bayesian geostatistics
• A case study competition among methods for analyzing large spatial data
• Handbook of Spatial Statistics
• Fixed Rank Kriging for Very Large Spatial Data Sets
• Gaussian Predictive Process Models for Large Spatial Data Sets

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