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Bayesian Prediction of Spatial Count Data Using Generalized Linear Mixed Models
9 references·8 citing·35 second hop
Bayesian Prediction of Spatial Count Data Using Generalized Linear Mixed Models (2002)Bayesian Prediction of Spatial Count Data…Objective Bayesian Analysis of Spatially Correlated Data (2001)Objective Bayesian Analysis o…Interpolation of Spatial Data: Some Theory for Kriging (2000)Interpolation of Spatial Data…Interpolation of Spatial Data (1999)Interpolation of Spatial DataModel-Based Geostatistics (1998)Model-Based GeostatisticsModel-based geostatistics (with discussion). (1998)Model-based geostatistics (wi…Bayesian Prediction of Transformed Gaussian Random Fields (1997)Bayesian Prediction of Transf…On conditional and intrinsic autoregressions (1995)On conditional and intrinsic …Statistics for Spatial Data, Revised Edition. (1994)Statistics for Spatial Data, …Statistics for Spatial Data (1993)Statistics for Spatial DataSpatio‐temporal smoothing and EM estimation for massive remote‐sensing data sets (2011)Spatio‐temporal smoothing and…Spatial Aggregation and the Ecological Fallacy (2010)Spatial Aggregation and the E…How does Poisson kriging compare to the popular BYM model for mapping disease risks? (2008)How does Poisson kriging comp…Computational techniques for spatial logistic regression with large data sets (2006)Computational techniques for …Dynamic design of ecological monitoring networks for non‐Gaussian spatio‐temporal data (2005)Dynamic design of ecological …Pairwise likelihood inference in spatial generalized linear mixed models (2004)Pairwise likelihood inference…Monte Carlo Maximum Likelihood in Model-Based Geostatistics (2004)Monte Carlo Maximum Likelihoo…geoRglm: A Package for Generalised Linear Spatial Models (2002)geoRglm: A Package for Genera…Gaussian Predictive Process Models for Large Spatial Data Sets (2008)Statistics for Spatio-Temporal Data (2011)Bayesian hierarchical spatio‐temporal smoothing for very large datasets (2012)Statistics for Spatio‐Temporal Data (2012)Bayesian nonstationary spatial modeling for very large datasets (2013)Statistical inference for trends in spatiotemporal data (2021)STATISTICS FOR SPATIAL DATA (1992)Statistics for Spatial Data. (1993)On Estimation and Prediction for Spatial Generalized Linear Mixed Models (2002)An Introduction to Model-Based Geostatistics (2003)Analyzing Nonstationary Spatial Data Using Piecewise Gaussian Processes (2005)Spatial Interaction and the Statistical Analysis of Lattice Systems (1974)Statistical Analysis of Non-Lattice Data (1975)Spatial Processes, Models and Applications (1983)Bayesian modelling of inseparable space‐time variation in disease risk (2000)A comparison of Bayesian spatial models for disease mapping (2005)SPATIAL ECONOMETRIC MODELING OF ORIGIN‐DESTINATION FLOWS* (2008)Design and Analysis of Computer Experiments (1989)Combining Incompatible Spatial Data (2002)Fixed Rank Kriging for Very Large Spatial Data Sets (2008)Fractional Brownian Motions, Fractional Noises and Applications (1968)Recovery of Inter-Block Information when Block Sizes are Unequal (1971)Nonstationary multivariate process modeling through spatially varying coregionalization (2004)Disease mapping and spatial regression with count data (2006)Matérn Cross-Covariance Functions for Multivariate Random Fields (2010)Use of Kriging Models to Approximate Deterministic Computer Models (2005)Spatial Panel Econometrics (2008)SPATIAL AUTOCORRELATION AND AUTOREGRESSIVE MODELS IN ECOLOGY (2002)Spatial analysis a guide for ecologists (2005)Multivariable geostatistics in S: the gstat package (2004)Methods to account for spatial autocorrelation in the analysis of species distributional data: a review (2007)An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach (2011)Compactly Supported Correlation Functions (2002)Geostatistical Space-Time Models, Stationarity, Separability, and Full Symmetry (2006)Dimension Reduction and Alleviation of Confounding for Spatial Generalized Linear Mixed Models (2012)
this work references cited by second hop

References

  • 1993Statistics for Spatial Data6,517 cited
  • 1999Interpolation of Spatial Data2,362 cited
  • 1998Model-Based Geostatistics2,224 cited
  • 2000Interpolation of Spatial Data: Some Theory for Kriging1,916 cited
  • 1994Statistics for Spatial Data, Revised Edition.1,875 cited
  • 1995On conditional and intrinsic autoregressions731 cited
  • 2001Objective Bayesian Analysis of Spatially Correlated Data469 cited
  • 1998Model-based geostatistics (with discussion).337 cited
  • 1997Bayesian Prediction of Transformed Gaussian Random Fields206 cited

Cited by

  • 2011Spatio‐temporal smoothing and EM estimation for massive remote‐sensing data sets143 cited
  • 2004Monte Carlo Maximum Likelihood in Model-Based Geostatistics92 cited
  • 2010Spatial Aggregation and the Ecological Fallacy82 cited
  • 2002geoRglm: A Package for Generalised Linear Spatial Models80 cited
  • 2006Computational techniques for spatial logistic regression with large data sets75 cited
  • 2004Pairwise likelihood inference in spatial generalized linear mixed models72 cited
  • 2008

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How does Poisson kriging compare to the popular BYM model for mapping disease risks?
69 cited
  • 2005Dynamic design of ecological monitoring networks for non‐Gaussian spatio‐temporal data42 cited