コンピュータ実験のデザインと解析<br>Design & Analysis of Computer Experiments (Springer Series in Statistics) （2003. 240 p. w. 41 ill.）

コンピュータ実験のデザインと解析
Design & Analysis of Computer Experiments (Springer Series in Statistics) （2003. 240 p. w. 41 ill.）

  • ただいまウェブストアではご注文を受け付けておりません。 ⇒古書を探す
  • 製本 Hardcover:ハードカバー版／ページ数 240 p.
  • 商品コード 9780387954202

基本説明

Describes methods for designing and analyzing experiments conducted using computer code in lieu of a physical experiment.

Full Description


This book describes methods for designing and analyzing experiments conducted using computer code in lieu of a physical experiment. It discusses how to select the values of the factors at which to run the code (the design of the computer experiment). It also provides techniques for analyzing the resulting data so as to achieve these research goals.

Contents

Physical Experiments and Computer Experiments * Preliminaries * Predicting Output from Computer Experiments * Additional Topics in Prediction Methodology * Space-Filling Designs for Computer Experiments * Some Criterion-Based Experimental Designs * Sensitivity Analysis, Validation, and Other Issues