Matches in SemOpenAlex for { <https://semopenalex.org/work/W4226291750> ?p ?o ?g. }
- W4226291750 endingPage "100599" @default.
- W4226291750 startingPage "100599" @default.
- W4226291750 abstract "Gaussian processes and random fields have a long history, covering multiple approaches to representing spatial and spatio-temporal dependence structures, such as covariance functions, spectral representations, reproducing kernel Hilbert spaces, and graph based models. This article describes how the stochastic partial differential equation approach to generalising Matérn covariance models via Hilbert space projections connects with several of these approaches, with each connection being useful in different situations. In addition to an overview of the main ideas, some important extensions, theory, applications, and other recent developments are discussed. The methods include both Markovian and non-Markovian models, non-Gaussian random fields, non-stationary fields and space–time fields on arbitrary manifolds, and practical computational considerations." @default.
- W4226291750 created "2022-05-05" @default.
- W4226291750 creator A5001017767 @default.
- W4226291750 creator A5057201507 @default.
- W4226291750 creator A5085718583 @default.
- W4226291750 date "2022-08-01" @default.
- W4226291750 modified "2023-10-18" @default.
- W4226291750 title "The SPDE approach for Gaussian and non-Gaussian fields: 10 years and still running" @default.
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