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Designing and Integrating Composite Networks for Monitoring Multivariate Gaussian Pollution Fields
5 references·8 citing·38 second hop
Designing and Integrating Composite Networks for Monitoring Multivariate Gaussian Pollution Fields (2000)Designing and Integrating Composite Netwo…An Exact Algorithm for Maximum Entropy Sampling (1995)An Exact Algorithm for Maximu…Multivariate spatial interpolation and exposure to air pollutants (1994)Multivariate spatial interpol…Decisions with Multiple Objectives (1993)Decisions with Multiple Objec…Nonparametric Estimation of Nonstationary Spatial Covariance Structure (1992)Nonparametric Estimation of N…Optimal monitoring network designs (1984)Optimal monitoring network de…A Review of Modern Computational Algorithms for Bayesian Optimal Design (2015)A Review of Modern Computatio…Modeling Nonstationary Processes Through Dimension Expansion (2012)Modeling Nonstationary Proces…Vector Random Fields with Second-Order Moments or Second-Order Increments (2011)Vector Random Fields with Sec…The Value of Information in Spatial Decision Making (2009)The Value of Information in S…Bayesian entropy for spatial sampling design of environmental data (2007)Bayesian entropy for spatial …A comparison of spatial design methods for correlated observations (2005)A comparison of spatial desig…Bayesian Spatial Prediction of Random Space-Time Fields With Application to Mapping PM2.5Exposure (2002)Bayesian Spatial Prediction o…New Upper Bounds for Maximum-Entropy Sampling (2001)New Upper Bounds for Maximum-…Information Value Theory (1966)Spatial Interaction and the Statistical Analysis of Lattice Systems (1974)Bayesian Geostatistical Design (2005)On a Measure of the Information Provided by an Experiment (1956)Expected Information as Expected Utility (1979)Spatial sampling design for prediction with estimated parameters (2006)Optimal experimental design (2010)Sequential Design with Mutual Information for Computer Experiments (MICE): Emulation of a Tsunami Model (2016)STATISTICS FOR SPATIAL DATA (1992)Statistics for Spatial Data (1993)Statistics for Spatial Data. (1993)Estimation of space deformation model for non-stationary random functions (2015)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)Second-order non-stationary modeling approaches for univariate geostatistical data (2016)A Bayesian Analysis of Kriging (1993)Bayesian Inference for Non-Stationary Spatial Covariance Structure via Spatial Deformations (2003)Spatial Statistics (1981)Spatial statistics (1981)Fitting variogram models by weighted least squares (1985)Model-Based Geostatistics (1998)An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach (2011)Maximum entropy sampling (1987)Optimal Design and Analysis of Experiments (1990)Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting (2012)Parallel Gaussian process optimization with upper confidence bound and pure exploration (2013)A Stochastic Approximation Method (1951)Theory of optimal experiments (1972)Theory of Optimal Experiments. (1972)Bayesian Design of Experiments Using Approximate Coordinate Exchange (2016)Forecasting carbon price trends based on an interpretable light gradient boosting machine and Bayesian optimization (2023)Modern Bayesian Experimental Design (2024)Remarks on the Analytic Hierarchy Process (1990)Robust Optimization of Large-Scale Systems (1995)Integrating local and scientific knowledge for environmental management (2010)A Bayesian coregionalization approach for multivariate pollutant data (2003)An Introduction to Model-Based Geostatistics (2003)A multivariate semiparametric Bayesian spatial modeling framework for hurricane surface wind fields (2007)Spatial sampling design and covariance-robust minimax prediction based on convex design ideas (2009)
this work references cited by second hop

References

  • 1993Decisions with Multiple Objectives4,468 cited
  • 1992Nonparametric Estimation of Nonstationary Spatial Covariance Structure780 cited
  • 1995An Exact Algorithm for Maximum Entropy Sampling332 cited
  • 1984Optimal monitoring network designs212 cited
  • 1994Multivariate spatial interpolation and exposure to air pollutants189 cited

Cited by

  • 2015A Review of Modern Computational Algorithms for Bayesian Optimal Design339 cited
  • 2012Modeling Nonstationary Processes Through Dimension Expansion93 cited
  • 2007Bayesian entropy for spatial sampling design of environmental data91 cited
  • 2002Bayesian Spatial Prediction of Random Space-Time Fields With Application to Mapping PM2.5Exposure59 cited
  • 2009The Value of Information in Spatial Decision Making54 cited
  • 2011Vector Random Fields with Second-Order Moments or Second-Order Increments52 cited
  • 2005A comparison of spatial design methods for correlated observations45 cited
  • 2001New Upper Bounds for Maximum-Entropy Sampling29 cited

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