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Approximate Bayesian inference for large spatial datasets using predictive process models
16 references·0 citing·24 second hop
Approximate Bayesian inference for large spatial datasets using predictive process models (2011)Approximate Bayesian inference for large …Statistical Methods for Spatial Data Analysis (2017)Statistical Methods for Spati…Hierarchical Modeling and Analysis for Spatial Data (2014)Hierarchical Modeling and Ana…Gaussian Predictive Process Models for Large Spatial Data Sets (2008)Gaussian Predictive Process M…Fixed Rank Kriging for Very Large Spatial Data Sets (2008)Fixed Rank Kriging for Very L…Covariance Tapering for Likelihood-Based Estimation in Large Spatial Data Sets (2008)Covariance Tapering for Likel…Strictly Proper Scoring Rules, Prediction, and Estimation (2007)Strictly Proper Scoring Rules…Covariance Tapering for Interpolation of Large Spatial Datasets (2006)Covariance Tapering for Inter…Gaussian Markov Random Fields: Theory and Applications (2005)Gaussian Markov Random Fields…Approximating Likelihoods for Large Spatial Data Sets (2004)Approximating Likelihoods for…Spatial Modeling With Spatially Varying Coefficient Processes (2003)Spatial Modeling With Spatial…Hierarchical Modeling and Analysis for Spatial Data (2003)Hierarchical Modeling and Ana…Interpolation of Spatial Data: Some Theory for Kriging (2000)Interpolation of Spatial Data…Model-Based Geostatistics (1998)Model-Based GeostatisticsStatistics for Spatial Data. (1993)Statistics for Spatial Data.STATISTICS FOR SPATIAL DATA (1992)STATISTICS FOR SPATIAL DATAEstimation and Model Identification for Continuous Spatial Processes (1988)Estimation and Model Identifi…Statistics for Spatial Data (1993)Statistics for Spatial Data, Revised Edition. (1994)Dimension Reduction and Alleviation of Confounding for Spatial Generalized Linear Mixed Models (2012)Spatio-temporal modeling of particulate matter concentration through the SPDE approach (2012)Elicitation of Personal Probabilities and Expectations (1971)Comparing Predictive Accuracy (1994)Probabilistic Forecasts, Calibration and Sharpness (2007)Making and Evaluating Point Forecasts (2011)Generación de series de tiempo financieras sintéticas para "data augmentation" usando redes neuronales generativas adversarias (GAN) (2021)Spatial Interaction and the Statistical Analysis of Lattice Systems (1974)Design and Analysis of Computer Experiments (1989)Combining Incompatible Spatial Data (2002)Spatial and spatio-temporal models with R-INLA (2013)An intuitive Bayesian spatial model for disease mapping that accounts for scaling (2016)Improving the performance of predictive process modeling for large datasets (2008)Spatial Panel Econometrics (2008)An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach (2011)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)Refugees and the Spread of Civil War (2006)Coefficient shifts in geographical ecology: an empirical evaluation of spatial and non‐spatial regression (2009)Thirty years of spatial econometrics (2010)Towards an integrated computational tool for spatial analysis in macroecology and biogeography (2006)
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