Large spatial data modeling and analysis: A Krylov subspace approach

DOI10.1111/sjos.12555zbMath1496.62016OpenAlexW3200160341MaRDI QIDQ5043794

Jialuo Liu, Tingjin Chu, Jun Zhu, Haonan Wang

Publication date: 6 October 2022

Published in: Scandinavian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/sjos.12555

zbMATH Keywords

maximum likelihood estimationspatial statisticscomputational efficiencyconjugate gradientspatial linear models

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Asymptotic properties of parametric estimators (62F12) Computational methods for problems pertaining to statistics (62-08) Inference from spatial processes (62M30) Applications of statistics to environmental and related topics (62P12) Point estimation (62F10) Iterative numerical methods for linear systems (65F10)

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