Space-Filling Designs for Computer Experiments

  • Thomas J. Santner
  • Brian J. Williams
  • William I. Notz
Part of the Springer Series in Statistics book series (SSS)

Abstract

In this chapter and the next, we discuss how to select inputs at which to compute the output of a computer experiment to achieve specific goals. The inputs we select constitute our “experimental design.” The region corresponding to the values of the inputs over which we wish to study or model the response is the experimental region. A point in this region corresponds to a specific set of values of the inputs. Thus, an experimental design is a specification of points in the experimental region at which we wish to compute the response.

Keywords

Orthogonal Array Design Point Computer Experiment Simple Random Sampling Experimental Region 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer Science+Business Media New York 2003

Authors and Affiliations

  • Thomas J. Santner
    • 1
  • Brian J. Williams
    • 1
  • William I. Notz
    • 1
  1. 1.Department of StatisticsOhio State UniversityColumbusUSA

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