Analyzing Stochastic Computer Models: A Review with Opportunities

Author:

Baker Evan1,Barbillon Pierre2,Fadikar Arindam3,Gramacy Robert B.4,Herbei Radu5,Higdon David6,Huang Jiangeng7,Johnson Leah R.8,Ma Pulong9,Mondal Anirban10,Pires Bianica11,Sacks Jerome12,Sokolov Vadim13

Affiliation:

1. Evan Baker is Postdoctoral Research Fellow, Living Systems Institute, University of Exeter, Stocker Road, Exeter, EX4 4QD, UK

2. Pierre Barbillon is Associate Professor, Université Paris-Saclay, AgroParisTech, INRAE, UMR MIA-Paris, 16 rue Claude Bernard, 75231 Paris Cedex 05, France

3. Arindam Fadikar is Postdoctoral Appointee, Mathematics and Computer Science Division, Argonne National Laboratory, 9700 South Cass Ave., Lemont, Illinois 60439, USA

4. Robert B. Gramacy is Professor, Department of Statistics, Virginia Tech, 250 Drillfield Drive Blacksburg, Virginia 24061, USA

5. Radu Herbei is Professor of Statistics, Department of Statistics, College of Arts and Sciences, The Ohio State University, 1958 Neil Ave., Columbus, Ohio 43210, USA

6. David Higdon is Professor, Department of Statistics, Virginia Tech, MC0439, Virginia Tech, Blacksburg, Virginia 24061, USA

7. Jiangeng Huang is Senior Statistical Scientist, Genentech, Inc., 1 DNA Way, South San Francisco, California 94080, USA

8. Leah R. Johnson is Associate Professor, Department of Statistics, Computational Modeling and Data Analytics (CMDA), Virginia Tech, Hutcheson Hall, RM 409-B, 250 Drillfield Drive, Blacksburg, Virginia 24061, USA

9. Pulong Ma is Postdoctoral Fellow, Duke University and Statistical and Applied Mathematical Sciences Institute, 19 T.W. Alexander Drive, P.O. Box 110207, Durham, North Carolina 27709, USA

10. Anirban Mondal is Assistant Professor, Department of Mathematics, Applied Mathematics, and Statistics, Case Western Reserve University, 10900 Euclid Avenue, Yost Hall Room 337, Cleveland, Ohio 44106-7058, USA

11. Bianica Pires is Lead Modeling & Simulation Engineer, The MITRE Corporation, 7515 Colshire Dr, McLean, Virginia 22102, USA

12. Jerome Sacks is Ph.D., NISS, 1460 N. Sandburg Ter, Apt 2902, Chicago, Illinois 60610, USA

13. Vadim Sokolov is Assistant Professor, Systems Engineering and Operations Research, George Mason University, Nguyen Engineering Building MS 4A6, Fairfax, Virginia 22302, USA

Publisher

Institute of Mathematical Statistics

Subject

Statistics, Probability and Uncertainty,General Mathematics,Statistics and Probability

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