Robust Response Surfaces, Regression, and Positive Data Analyses /

Although widely used in science and technology for experimental data generating, modeling, and optimization, the response surface methodology (RSM) has many limitations. Showing how robust response surface methodology (RRSM) can overcome these limitations, Robust Response Surfaces, Regression, and P...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Das, Rabindra (Author)
Corporate Author: Safari, an O'Reilly Media Company
Format: Electronic eBook
Language:Inglés
Published: Chapman and Hall/CRC, 2014.
Edition:1st edition.
Subjects:
Experimental design.
Regression analysis.
Response surfaces (Statistics)
Research Design
Regression Analysis
Plan d'expérience.
Surfaces de réponse (Statistique)
Analyse de régression.
Experimental design
Regression analysis
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • Front Cover; Dedication; Contents; List of Figures; List of Tables; Preface; Author; Chapter 1
  • INTRODUCTION; Chapter 2
  • ROBUST FIRST-ORDER DESIGNS; Chapter 3
  • ROBUST SECOND-ORDER DESIGNS; Chapter 4
  • ROBUST REGRESSION DESIGNS FOR NON-NORMAL DISTRIBUTIONS; Chapter 5
  • WEAKLY ROBUST ROTATABLE DESIGNS; Chapter 6
  • ROBUST SECOND-ORDER SLOPE ROTATABILITY; Chapter 7
  • OPTIMAL ROBUST SECOND-ORDER SLOPE ROTATABLE DESIGNS; Chapter 8
  • ROBUST SECOND-ORDER SLOPE-ROTATABILITY MEASURES; Chapter 9
  • REGRESSION ANALYSES WITH CORRELATED ERRORS AND APPLICATIONS
  • Chapter 10
  • POSITIVE DATA ANALYSES VIA LOG-NORMAL AND GAMMA MODELSChapter 11
  • GENERAL CONCLUSIONS AND DISCUSSIONS; APPENDIX; Bibliography; Back Cover

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