Concepedia

Robert B. Gramacy

RB

62

Publications

5.1K

Citations

35

H-Index

2001

Active since

Affiliations

University of Chicago(Current)

University of Cambridge

University of California, Santa Cruz

Booth University College

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

Top concepts

EngineeringStatisticsData ScienceStatistical InferenceComputer ScienceMachine LearningUncertainty QuantificationModeling And SimulationSimulationBayesian Methods

Publications per year

2001–2023

62

Publications

62

Bayesian Treed Gaussian Process Models With an Application to Computer Modeling

Robert B. Gramacy, Herbert K. H. Lee · Journal of the American Statistical Association · 2008 · 657 citations

Mathematical Programming, Bayesian Statistic, Engineering +16

A Case Study Competition Among Methods for Analyzing Large Spatial Data

Matthew J. Heaton, Abhirup Datta, Andrew O. Finley et al. · Journal of Agricultural Biological and Environmental Statistics · 2018 · 391 citations · Full text

Local Gaussian Process Approximation for Large Computer Experiments

Robert B. Gramacy, Daniel W. Apley · Journal of Computational and Graphical Statistics · 2014 · 366 citations

Engineering, Machine Learning, Data Science +14

Cases for the nugget in modeling computer experiments

Robert B. Gramacy, Herbert K. H. Lee · Statistics and Computing · 2010 · 272 citations

Engineering, Experiment Design, Simulation +5

Adaptive Design and Analysis of Supercomputer Experiments

Robert B. Gramacy, Herbert K. H. Lee · Technometrics · 2009 · 243 citations

Engineering, Machine Learning, Computer Architecture +24

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