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The Kriged Kalman filter
11 references·12 citing·34 second hop
The Kriged Kalman filter (1998)The Kriged Kalman filterForecasting, structural time series models and the kalman filter (2002)Forecasting, structural time …A dimension-reduced approach to space-time Kalman filtering (1999)A dimension-reduced approach …Model-Based Geostatistics (1998)Model-Based GeostatisticsStatistics for Spatial Data, Revised Edition. (1994)Statistics for Spatial Data, …An Approach to Statistical Spatial-Temporal Modeling of Meteorological Fields: Comment (1994)An Approach to Statistical Sp…A Bayesian Analysis of Kriging (1993)A Bayesian Analysis of KrigingForecasting, Structural Time Series Models and the Kalman Filter (1990)Forecasting, Structural Time …Maximum Likelihood Estimation of Models for Residual Covariance in Spatial Regression (1984)Maximum Likelihood Estimation…Spatial statistics (1981)Spatial statisticsSpatial Statistics (1981)Spatial StatisticsBayesian Forecasting (1976)Bayesian ForecastingExtending Moran's Index for Measuring Spatiotemporal Clustering of Geographic Events (2016)Extending Moran's Index for M…Bayesian hierarchical spatio‐temporal smoothing for very large datasets (2012)Bayesian hierarchical spatio‐…Spatio‐temporal smoothing and EM estimation for massive remote‐sensing data sets (2011)Spatio‐temporal smoothing and…Low-Rank Representations for Spatial Processes (2010)Low-Rank Representations for …Fixed Rank Filtering for Spatio-Temporal Data (2010)Fixed Rank Filtering for Spat…A general science-based framework for dynamical spatio-temporal models (2010)A general science-based frame…Spatial dynamic factor analysis (2008)Spatial dynamic factor analys…Spatial process modelling for univariate and multivariate dynamic spatial data (2005)Spatial process modelling for…Methods for generating non-separable spatiotemporal covariance models with potential environmental applications (2004)Methods for generating non-se…A Spatiotemporal Model for Mexico City Ozone Levels (2004)A Spatiotemporal Model for Me…Modelling Daily Multivariate Pollutant Data at Multiple Sites (2002)Modelling Daily Multivariate …A kernel-based spectral model for non-Gaussian spatio-temporal processes (2002)A kernel-based spectral model…STATISTICS FOR SPATIAL DATA (1992)Statistics for Spatial Data. (1993)Hierarchical Bayesian space-time models (1998)Spatiotemporal Hierarchical Bayesian Modeling Tropical Ocean Surface Winds (2001)Hierarchical Models in Environmental Science (2003)ON STATIONARY PROCESSES IN THE PLANE (1954)Assessing the Significance of the Correlation between Two Spatial Processes (1989)Spatial Econometrics (2003)Spatial Panel Econometrics (2008)Spatial Interaction and the Statistical Analysis of Lattice Systems (1974)Design and Analysis of Computer Experiments (1989)Combining Incompatible Spatial Data (2002)Fixed Rank Kriging for Very Large Spatial Data Sets (2008)Gaussian Predictive Process Models for Large Spatial Data Sets (2008)Time Series Analysis Forecasting and Control. (1971)Experience with Forecasting Univariate Time Series and the Combination of Forecasts (1974)Curve Fitting and Optimal Design for Prediction (1978)The effect of air pollution on migration: Evidence from China (2022)Statistical Modeling of the Individual: Rationale and Application of Multivariate Stationary Time Series Analysis (2005)Investing in Our Young People (2010)Toward a Unified Framework for the Study of Between-Person and Within-Person Structures: Building a Bridge Between Two Research Paradigms (2014)Objective Bayesian Analysis of Spatially Correlated Data (2001)Inconsistent Estimation and Asymptotically Equal Interpolations in Model-Based Geostatistics (2004)Covariance Tapering for Likelihood-Based Estimation in Large Spatial Data Sets (2008)SPATIAL AUTOCORRELATION AND AUTOREGRESSIVE MODELS IN ECOLOGY (2002)Spatial analysis a guide for ecologists (2005)Under the hood Issues in the specification and interpretation of spatial regression models (2002)Use of Kriging Models to Approximate Deterministic Computer Models (2005)Comparing implementations of global and local indicators of spatial association (2018)Spatial pattern and ecological analysis (1989)Geostatistical Tools for Modeling and Interpreting Ecological Spatial Dependence (1992)Testing the null hypothesis of stationarity against the alternative of a unit root (1992)Handbook on Constructing Composite Indicators (2005)Handbook on Constructing Composite Indicators: Methodology and User Guide (2008)
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References

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  • 1981Spatial statistics2,866 cited
  • 1998Model-Based Geostatistics2,224 cited
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  • 1999A dimension-reduced approach to space-time Kalman filtering405 cited
  • 2002Forecasting, structural time series models and the kalman filter398 cited
  • 1994An Approach to Statistical Spatial-Temporal Modeling of Meteorological Fields: Comment230 cited

Cited by

  • 2010A general science-based framework for dynamical spatio-temporal models204 cited
  • 2010Fixed Rank Filtering for Spatio-Temporal Data177 cited
  • 2005Spatial process modelling for univariate and multivariate dynamic spatial data172 cited
  • 2011Spatio‐temporal smoothing and EM estimation for massive remote‐sensing data sets143 cited
  • 2004

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Methods for generating non-separable spatiotemporal covariance models with potential environmental applications
139 cited
  • 2004A Spatiotemporal Model for Mexico City Ozone Levels136 cited
  • 2016Extending Moran's Index for Measuring Spatiotemporal Clustering of Geographic Events126 cited
  • 2008Spatial dynamic factor analysis124 cited
  • 2010Low-Rank Representations for Spatial Processes120 cited
  • 2002Modelling Daily Multivariate Pollutant Data at Multiple Sites110 cited
  • 2012Bayesian hierarchical spatio‐temporal smoothing for very large datasets100 cited
  • 2002A kernel-based spectral model for non-Gaussian spatio-temporal processes97 cited