The Design and Analysis of Computer Experiments (Springer Series in Statistics)

Thomas J. J. Santner, Brian J. Williams, William I. Notz ★ 3.2/5 · ItemOracle Score Mid-Range

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The Design and Analysis of Computer Experiments (Springer Series in Statistics)

A reference on designing and analyzing computer experiments. Explains methods for building emulators and exploring complex simulators. customer insight: engaging for readers seeking statistical approaches to experiments

Highlights

  • emulator development focus
  • design of experiments for simulations
  • statistical analysis methods for computer experiments

Pros

  • clear guidance on design of computer experiments
  • emphasis on emulator methods
  • solid foundation for statistical analysis of simulations
  • authored by multiple recognized experts

Cons

  • no features listed
  • customer data indicates limited feedback
  • may require prior statistics background

Best For

  • academic research on simulation experiments
  • building statistical emulators for simulators
  • designing experiments for complex models
  • teaching material for statistics courses
  • reference guide for practitioners in simulations
  • conceptual framework for sensitivity analysis

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