Gaussian random fields on the product of spheres: theory and applications
DOI10.1214/24-ejs2231OpenAlexW4392871505MaRDI QIDQ6200912
Philip A. White, Alfredo Alegria, Athanasios G. Georgiadis, Galatia Cleanthous, Emilio Porcu
Publication date: 25 March 2024
Published in: Electronic Journal of Statistics (Search for Journal in Brave)
Full work available at URL: https://projecteuclid.org/journals/electronic-journal-of-statistics/volume-18/issue-1/Gaussian-random-fields-on-the-product-of-spheres-Theory/10.1214/24-EJS2231.full
approximationHölder continuitysimulationsdirectional dataSobolev regularityseasonal time seriesKarhunen-Loévecovariance kernel
Random fields (60G60) Gaussian processes (60G15) Applications of statistics to environmental and related topics (62P12) Bayesian inference (62F15) Generalized stochastic processes (60G20) Non-Euclidean differential geometry (53A35)
Cites Work
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- Spatial analysis of wave direction data using wrapped Gaussian processes
- Spatio-temporal circular models with non-separable covariance structure
- Isotropic Gaussian random fields on the sphere: regularity, fast simulation and stochastic partial differential equations
- Approximation by polynomials in Sobolev spaces with Jacobi weight
- Regularity properties and simulations of Gaussian random fields on the sphere cross time
- Regularity of Gaussian processes on Dirichlet spaces
- Multivariate isotropic random fields on spheres: nonparametric Bayesian modeling and \(L^p\) fast approximations
- Regularity, continuity and approximation of isotropic Gaussian random fields on compact two-point homogeneous spaces
- Spatio-temporal short-term wind forecast: a calibrated regime-switching method
- Time-varying isotropic vector random fields on compact two-point homogeneous spaces
- Towards a complete picture of stationary covariance functions on spheres cross time
- A hierarchical multivariate spatio-temporal model for clustered climate data with annual cycles
- Space and circular time log Gaussian Cox processes with application to crime event data
- On the half-Cauchy prior for a global scale parameter
- Random Fields on the Sphere
- Multidimensional covariant random fields on commutative locally compact groups
- Modeling seasonality in space-time infectious disease surveillance data
- Modeling Space and Space-Time Directional Data Using Projected Gaussian Processes
- Multivariate Gaussian Random Fields over Generalized Product Spaces involving the Hypertorus
- Powering Up With Space-Time Wind Forecasting
- Calibrated Probabilistic Forecasting at the Stateline Wind Energy Center
- An adaptive Metropolis algorithm
- Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper)
- Stochastic Equations in Infinite Dimensions
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