Nonparametric Bayesian modeling and estimation of spatial correlation functions for global data (Q6201430)

scientific article; zbMATH DE number 7807544

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English	Nonparametric Bayesian modeling and estimation of spatial correlation functions for global data	scientific article; zbMATH DE number 7807544

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instance of

scholarly article

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title

Nonparametric Bayesian modeling and estimation of spatial correlation functions for global data (English)

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author

Emilio Porcu

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Pier Giovanni Bissiri

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20 February 2024

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full work available at URL

https://projecteuclid.org/journals/bayesian-analysis/volume-16/issue-3/Nonparametric-Bayesian-Modeling-and-Estimation-of-Spatial-Correlation-Functions-for/10.1214/20-BA1228.full

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zbMATH Keywords

correlation function

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great-Circle distance

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mean square differentiability

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nonparametric Bayes

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spheres

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MaRDI profile type

MaRDI publication profile

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cites work

Q5558293

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Positive definite functions on complex spheres and their walks through dimensions

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Modeling Temporally Evolving and Spatially Globally Dependent Data

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Nonparametric Bayesian models for a spatial covariance

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Bayesian Inference for Non-Stationary Spatial Covariance Structure via Spatial Deformations

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Positive definite functions on spheres

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Accounting for roughness of circular processes: using Gaussian random processes to model the anisotropic spread of airborne plant disease

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Spatial variation of total column ozone on a global scale

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Identifiers

DOI

10.1214/20-ba1228

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Mathematics Subject Classification ID

62-XX

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zbMATH DE Number

7807544

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Sitelinks

Mathematics(1 entry)

mardi Publication:6201430