RandomFields
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Software:20198
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Source code repository: https://github.com/cran/RandomFields
Related Items (53)
A spectral domain test of isotropic properties for irregularly spaced spatial data ⋮ Covariance Models for Divergence-Free and Curl-Free Random Vector Fields ⋮ Robustness of movement models: can models bridge the gap between temporal scales of data sets and behavioural processes? ⋮ High resolution simulation of nonstationary Gaussian random fields ⋮ Modeling spatial anisotropy via regression with partial differential regularization ⋮ On asymptotics of discretized functionals of long-range dependent functional data ⋮ Extrapolation of stationary random fields via level sets ⋮ Function-on-function regression for two-dimensional functional data ⋮ Neyman's C(α) test for the shape parameter of the exponential power class ⋮ Recent advances in directional statistics ⋮ Multi-scale shotgun stochastic search for large spatial datasets ⋮ Sojourn measures of Student and Fisher-Snedecor random fields ⋮ Acceleration waves on random fields with fractal and Hurst effects ⋮ Applied Spatial Data Analysis with R ⋮ Evaluation of Bayesian multiple stage estimation under spatial CAR model variants ⋮ Reduction principle for functionals of vector random fields ⋮ Robust resampling confidence intervals for empirical variograms ⋮ Adaptive Inference for the Bivariate Mean Function in Functional Data ⋮ Simulation of Brown-Resnick processes ⋮ Multivariate locally stationary 2D wavelet processes with application to colour texture analysis ⋮ Robust Information Divergences for Model-Form Uncertainty Arising from Sparse Data in Random PDE ⋮ Conditional sampling for max-stable processes with a mixed moving maxima representation ⋮ Two-scale spatial models for binary data ⋮ Testing the first-order separability hypothesis for spatio-temporal point patterns ⋮ How fast can the chord length distribution decay? ⋮ Data-driven neighborhood selection of a Gaussian field ⋮ Mixtures of GAMs for habitat suitability analysis with overdispersed presence/absence data ⋮ Assessing the significance of global and local correlations under spatial autocorrelation: A nonparametric approach ⋮ Advances in Gaussian random field generation: a review ⋮ Simulating space-time random fields with nonseparable Gneiting-type covariance functions ⋮ Anisotropy models for spatial data ⋮ Reduction principle for functionals of strong-weak dependent vector random fields ⋮ A new test of multivariate normality by a double estimation in a characterizing PDE ⋮ Rejoinder ⋮ Discretization error for the maximum of a Gaussian field ⋮ Semiparametric estimation for space-time max-stable processes: an \(F\)-madogram-based approach ⋮ Modelling Aggregation on the Large Scale and Regularity on the Small Scale in Spatial Point Pattern Datasets ⋮ Unnamed Item ⋮ Scalable Gaussian Process Computations Using Hierarchical Matrices ⋮ Generalised least squares estimation of regularly varying space-time processes based on flexible observation schemes ⋮ On LSE in regression model for long-range dependent random fields on spheres ⋮ Unnamed Item ⋮ Development and evaluation of geostatistical methods for non-Euclidean-based spatial covariance matrices ⋮ Unnamed Item ⋮ Some first inferential tools for spatial regression with differential regularization ⋮ Semiparametric estimation for isotropic max-stable space-time processes ⋮ Recent developments in complex and spatially correlated functional data ⋮ A J‐function for Inhomogeneous Spatio‐temporal Point Processes ⋮ Rollout-based routing strategies with embedded prediction: a fish trawling application ⋮ Interpolation of spatial data – A stochastic or a deterministic problem? ⋮ Bivariate covariance functions of Pólya type ⋮ Tail correlation functions of max-stable processes ⋮ Unnamed Item
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