High resolution simulation of nonstationary Gaussian random fields
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Publication:1659084
DOI10.1016/j.csda.2016.03.005zbMath1466.62115OpenAlexW2308912727MaRDI QIDQ1659084
Publication date: 15 August 2018
Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.csda.2016.03.005
Computational methods for problems pertaining to statistics (62-08) Random fields; image analysis (62M40)
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Cites Work
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- An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach
- Impact of jumps on returns and realised variances: econometric analysis of time-deformed Lévy processes
- Nonstationary modeling for multivariate spatial processes
- Consistent estimates of deformed isotropic Gaussian random fields on the plane
- Kernel principal component analysis for efficient, differentiable parametrization of multipoint geostatistics
- A multivariate semiparametric Bayesian spatial modeling framework for hurricane surface wind fields
- Environmental statistics
- Reducing non-stationary random fields to stationarity and isotropy using a space deformation
- Daily minimum and maximum temperature simulation over complex terrain
- Reducing non-stationary stochastic processes to stationarity by a time deformation
- Estimating deformations of isotropic Gaussian random fields on the plane
- Convergence study of the truncated Karhunen–Loeve expansion for simulation of stochastic processes
- Principal warps: thin-plate splines and the decomposition of deformations
- Polynomial Chaos in Stochastic Finite Elements
- The intrinsic random functions and their applications
- Fast and Exact Simulation of Stationary Gaussian Processes through Circulant Embedding of the Covariance Matrix
- Local stationarity and simulation of self-affine intrinsic random functions
- Physical Systems with Random Uncertainties: Chaos Representations with Arbitrary Probability Measure
- Multivariate spatial interpolation and exposure to air pollutants
- Convolution roots of radial positive definite functions with compact support
- Computationally efficient cholesky factorization of a covariance matrix with block toeplitz structure
- Identifiability for non-stationary spatial structure
- Probabilistic Weather Forecasting for Winter Road Maintenance
- Closed form solutions of the two-dimensional turning bands equation
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