Robert B. Gramacy - Concepedia

Author

Robert B. Gramacy

Also Known As

Gramacy Robert B., Gramacy, Dr. Robert B., Gramacy, R. B., Gramacy, Robert, Gramacy, Robert B, Gramacy, Robert B., R. B. Gramacy, Robert B Gramacy, Robert B. Gramacy, Robert B. Gramacya

216

Publications

6.1K

Citations

H-Index

138

Concepts

All Affiliations

University of Chicago Virginia Tech University of Cambridge University of California, Santa Cruz Booth University College

About

Robert B. Gramacy is an author at University of Chicago specializing in engineering, statistical inference, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	26	38	3.5K
2	Natural Sciences	4	4	103
3	Business	2	2	47
4	Management	2	2	47
5	Medicine	1	1	158

Robert B. Gramacy

Publications

5.1K

Citations

H-Index

Page 1

	Year	Citations
Bayesian Treed Gaussian Process Models With an Application to Computer Modeling Robert B. Gramacy, Herbert K. H. Lee Journal of the American Statistical Association Mathematical ProgrammingBayesian StatisticEngineeringMarkov Chain Monte CarloStationary Gaussian Processes	2008	657
A Case Study Competition Among Methods for Analyzing Large Spatial Data Matthew J. Heaton, Abhirup Datta, Andrew O. Finley, Journal of Agricultural Biological and Environmental Statistics	2018	391
Local Gaussian Process Approximation for Large Computer Experiments Robert B. Gramacy, Daniel W. Apley Journal of Computational and Graphical Statistics EngineeringMachine LearningData ScienceLarge Computer ExperimentsApproximate Computing	2014	366
Cases for the nugget in modeling computer experiments Robert B. Gramacy, Herbert K. H. Lee Statistics and Computing EngineeringExperiment DesignSimulationComputer ScienceModeling And Simulation	2010	272
Adaptive Design and Analysis of Supercomputer Experiments Robert B. Gramacy, Herbert K. H. Lee Technometrics EngineeringMachine LearningComputer ArchitectureSystem-level DesignSimulation	2009	243
An open challenge to advance probabilistic forecasting for dengue epidemics Michael A. Johansson, Karyn M. Apfeldorf, Scott Dobson, Proceedings of the National Academy of Sciences	2019	231
<b>tgp</b>: An<i>R</i>Package for Bayesian Nonstationary, Semiparametric Nonlinear Regression and Design by Treed Gaussian Process Models Robert B. Gramacy Journal of Statistical Software EngineeringSemiparametric Nonlinear RegressionData ScienceStochastic ProcessesBayesian Methods	2007	204
Practical Heteroscedastic Gaussian Process Modeling for Large Simulation Experiments Mickaël Binois, Robert B. Gramacy Journal of Computational and Graphical Statistics Stochastic SimulationEngineeringMachine LearningData ScienceProcess Simulation Model	2018	171
<b>laGP</b>: Large-Scale Spatial Modeling via Local Approximate Gaussian Processes in<i>R</i> Robert B. Gramacy Journal of Statistical Software Cluster ComputingEngineeringMachine LearningLocalizationGpu Computing	2016	160
<b>amei</b>: An<i>R</i>Package for the Adaptive Management of Epidemiological Interventions Daniel Merl, Leah R. Johnson, Robert B. Gramacy, Journal of Statistical Software Bayesian Decision TheoryEpidemiological DynamicComputational EpidemiologyFlexible Statistical FrameworkInfectious Disease Modelling	2010	158

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