Measures of Lack of Fit for Response Surface Designs and Predictor Variable Transformations.

Abstract

Some first and second order response surface designs are discussed from the point of view of their ability to detect certain likely kinds of lack of fit. This leads to consideration of conditions for representational adequacy of first and second order models in transformed predictor variables. (Author)

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Document Details

Document Type
Technical Report
Publication Date
Apr 01, 1981
Accession Number
ADA100614

Entities

People

  • George E. P. Box
  • N. R. Draper

Organizations

  • University of Wisconsin–Madison

Tags

Communities of Interest

  • C4I

DTIC Thesaurus Topics

  • Analysis Of Variance
  • Contracts
  • Data Science
  • Equations
  • Experimental Design
  • Information Science
  • Mathematics
  • Military Research
  • New York
  • Polynomials
  • Simultaneous Equations
  • Statistical Algorithms
  • Statistical Analysis
  • Statistics
  • United States
  • Universities
  • Wisconsin

Fields of Study

  • Mathematics

Readers

  • Computational Modeling and Simulation
  • Regression Analysis.