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Robust response surfaces, regression, and positive data analyses /

"The present book initiates the concept of robust response surface designs, along with the relevant regression and positive data analysis techniques. Response surface methodology (RSM), well-known in literature, is widely used in every field of science and technology such as Biology, Natural (P...

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Bibliographic Details
Main Author: Das, Rabindra Nath (Author)
Corporate Author: Taylor & Francis
Format: eBook
Language:English
Published: Boca Raton : CRC Press/Taylor & Francis Group, [2014]
Subjects:
Response surfaces (Statistics)
Regression analysis.
Surfaces de réponse (Statistique)
Analyse de régression.
REFERENCE > Questions & Answers.
Regression analysis
Electronic books.
Electronic book.
Online Access:Connect to the full text of this electronic book
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.