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Modeling Nonstationary Processes Through Dimension Expansion
14 references·1 citing·34 second hop
Modeling Nonstationary Processes Through Dimension Expansion (2012)Modeling Nonstationary Processes Through …Matérn Cross-Covariance Functions for Multivariate Random Fields (2010)Matérn Cross-Covariance Funct…Cross-covariance functions for multivariate random fields based on latent dimensions (2010)Cross-covariance functions fo…Bayesian Inference for Non-Stationary Spatial Covariance Structure via Spatial Deformations (2003)Bayesian Inference for Non-St…Multiresolution models for nonstationary spatial covariance functions (2002)Multiresolution models for no…Bayesian estimation of semi-parametric non-stationary spatial covariance structures (2001)Bayesian estimation of semi-p…A high frequency kriging approach for non‐stationary environmental processes (2001)A high frequency kriging appr…Designing and Integrating Composite Networks for Monitoring Multivariate Gaussian Pollution Fields (2000)Designing and Integrating Com…Non-Stationary Spatial Modeling (1999)Non-Stationary Spatial Modeli…Geostatistics Wollongong '96 (1998)Geostatistics Wollongong '96A process-convolution approach to modelling temperatures in the North Atlantic Ocean (1998)A process-convolution approac…Statistics for Spatial Data. (1993)Statistics for Spatial Data.Statistics for Spatial Data (1993)Statistics for Spatial DataSTATISTICS FOR SPATIAL DATA (1992)STATISTICS FOR SPATIAL DATANonparametric Estimation of Nonstationary Spatial Covariance Structure (1992)Nonparametric Estimation of N…Model Calibration via Deformation (2014)Model Calibration via Deforma…An Introduction to Applied Geostatistics (1991)Journal of the American Statistical Association (1995)Space and Space-Time Modeling using Process Convolutions (2002)Nonstationary multivariate process modeling through spatially varying coregionalization (2004)Spatial statistical models that use flow and stream distance (2006)Interpolation of Spatial Data (1999)Interpolation of Spatial Data: Some Theory for Kriging (2000)Fixed Rank Filtering for Spatio-Temporal Data (2010)Spatial Statistical Data Fusion for Remote Sensing Applications (2012)Restricted spatial regression in practice: geostatistical models, confounding, and robustness under model misspecification (2015)Spatial Interaction and the Statistical Analysis of Lattice Systems (1974)Strictly Proper Scoring Rules, Prediction, and Estimation (2007)Analysis, Simulation and Prediction of Multivariate Random Fields with PackageRandomFields (2015)Cross-Covariance Functions for Multivariate Geostatistics (2015)Spatio-Temporal Covariance and Cross-Covariance Functions of the Great Circle Distance on a Sphere (2015)The intrinsic random functions and their applications (1973)Space varying coefficient models for small area data (2003)Testing for separability of spatial–temporal covariance functions (2004)Bayesian entropy for spatial sampling design of environmental data (2007)Statistics for Spatial Data, Revised Edition. (1994)A Bayesian coregionalization approach for multivariate pollutant data (2003)Analyzing Nonstationary Spatial Data Using Piecewise Gaussian Processes (2005)Nonstationary covariance models for global data (2008)Spatial Statistics (1981)Spatial statistics (1981)Fitting variogram models by weighted least squares (1985)Hierarchical Spatio-Temporal Mapping of Disease Rates (1997)Geostatistical Space–Time Models: A Review (1999)Nonseparable, Stationary Covariance Functions for Space–Time Data (2002)Local Indicators of Spatial Association—LISA (1995)Methods to account for spatial autocorrelation in the analysis of species distributional data: a review (2007)Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure (2016)Multivariable geostatistics in S: the gstat package (2004)An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach (2011)
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  • 2014Model Calibration via Deformation

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12 cited