Spatio-Temporal Cross-Covariance Functions under the Lagrangian Framework with Multiple Advections

DOI10.1080/01621459.2022.2078330arXiv2205.10943OpenAlexW4280640912MaRDI QIDQ6185571

Marc G. Genton, Amanda Lenzi, Mary Lai O. Salvaña

Publication date: 8 January 2024

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2205.10943

zbMATH Keywords

spatio-temporalLagrangian frameworkmultivariate random fieldcross-covariance functionmultiple advectionstransport effect

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

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• Cross-covariance functions for multivariate geostatistics
• When doesn't cokriging outperform Kriging?
• On the robustness of two-stage estimators
• An approach to modeling asymmetric multivariate spatial covariance structures
• Some covariance models based on normal scale mixtures
• Practical large-scale spatio-temporal modeling of particulate matter concentrations
• Spatio-temporal modeling of particulate matter concentration through the SPDE approach
• Asymptotics for REML estimation of spatial covariance parameters
• Flexible modeling of variable asymmetries in cross-covariance functions for multivariate random fields
• Nonseparable, Stationary Covariance Functions for Space–Time Data
• Modeling Nonstationary Processes Through Dimension Expansion
• Matérn Cross-Covariance Functions for Multivariate Random Fields
• Cross-covariance functions for multivariate random fields based on latent dimensions
• Statistical Methods for Regular Monitoring Data
• Space–Time Covariance Functions
• Lagrangian Spatio-Temporal Nonstationary Covariance Functions