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Constructions for Nonstationary Spatial Processes
16 references·1 citing·34 second hop
Constructions for Nonstationary Spatial Processes (2010)Constructions for Nonstationary Spatial P…Dynamic factor process convolution models for multivariate space–time data with application to air quality assessment (2007)Dynamic factor process convol…Statistical Analysis of Environmental Space-Time Processes (2006)Statistical Analysis of Envir…Analyzing Nonstationary Spatial Data Using Piecewise Gaussian Processes (2005)Analyzing Nonstationary Spati…Nonstationary multivariate process modeling through spatially varying coregionalization (2004)Nonstationary multivariate pr…A formal test for nonstationarity of spatial stochastic processes (2004)A formal test for nonstationa…Bayesian Inference for Non-Stationary Spatial Covariance Structure via Spatial Deformations (2003)Bayesian Inference for Non-St…Spectral methods for nonstationary spatial processes (2002)Spectral methods for nonstati…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…Non-Stationary Spatial Modeling (1999)Non-Stationary Spatial Modeli…A dimension-reduced approach to space-time Kalman filtering (1999)A dimension-reduced approach …A process-convolution approach to modelling temperatures in the North Atlantic Ocean (1998)A process-convolution approac…Local Prediction of a Spatio-Temporal Process with an Application to Wet Sulfate Deposition (1995)Local Prediction of a Spatio-…Nonparametric Estimation of Nonstationary Spatial Covariance Structure (1992)Nonparametric Estimation of N…Space-Time Modelling with Long-Memory Dependence: Assessing Ireland's Wind Power Resource (1989)Space-Time Modelling with Lon…An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach (2011)An Explicit Link between Gaus…An Introduction to Applied Geostatistics (1991)STATISTICS FOR SPATIAL DATA (1992)Journal of the American Statistical Association (1995)Model-Based Geostatistics (1998)Space and Space-Time Modeling using Process Convolutions (2002)Spatial Interaction and the Statistical Analysis of Lattice Systems (1974)Design and Analysis of Computer Experiments (1989)Statistics for Spatial Data (1993)Spatial and spatio-temporal models with R-INLA (2013)Spatial and spatio-temporal models with R-INLA (2013)Bayesian Spatial Modelling withR-INLA (2015)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)Statistics for Spatial Data. (1993)Hierarchical Bayesian space-time models (1998)The Kriged Kalman filter (1998)Spatiotemporal Hierarchical Bayesian Modeling Tropical Ocean Surface Winds (2001)Hierarchical Models in Environmental Science (2003)Statistics for Spatial Data, Revised Edition. (1994)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)Spatial Statistics (1981)Spatial statistics (1981)Fitting variogram models by weighted least squares (1985)Hierarchical Modeling and Analysis for Spatial Data (2003)A Spatio-Temporal Downscaler for Output From Numerical Models (2010)Hierarchical Modeling and Analysis for Spatial Data (2014)Cross-Covariance Functions for Multivariate Geostatistics (2015)Testing for separability of spatial–temporal covariance functions (2004)Approximate Likelihood for Large Irregularly Spaced Spatial Data (2007)Long memory processes and fractional integration in econometrics (1996)changepoint : An R Package for Changepoint Analysis (2014)
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References

  • 1992Nonparametric Estimation of Nonstationary Spatial Covariance Structure780 cited
  • 1989Space-Time Modelling with Long-Memory Dependence: Assessing Ireland's Wind Power Resource625 cited
  • 1999A dimension-reduced approach to space-time Kalman filtering405 cited
  • 1998A process-convolution approach to modelling temperatures in the North Atlantic Ocean400 cited
  • 2004Nonstationary multivariate process modeling through spatially varying coregionalization329 cited
  • 2003Bayesian Inference for Non-Stationary Spatial Covariance Structure via Spatial Deformations291 cited
  • 2002Spectral methods for nonstationary spatial processes256 cited
  • 1999Non-Stationary Spatial Modeling228 cited
  • 2002Multiresolution models for nonstationary spatial covariance functions203 cited
  • 2005Analyzing Nonstationary Spatial Data Using Piecewise Gaussian Processes202 cited
  • 2006Statistical Analysis of Environmental Space-Time Processes201 cited
  • 2001A high frequency kriging approach for non‐stationary environmental processes175 cited
  • 1995Local Prediction of a Spatio-Temporal Process with an Application to Wet Sulfate Deposition171 cited
  • 2001Bayesian estimation of semi-parametric non-stationary spatial covariance structures115 cited

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2007
Dynamic factor process convolution models for multivariate space–time data with application to air quality assessment
77 cited
  • 2004A formal test for nonstationarity of spatial stochastic processes76 cited
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    • 2011An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach2,767 cited