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The Resource Robust response surfaces, regression, and positive data analyses, Rabindra Nath Das

Robust response surfaces, regression, and positive data analyses, Rabindra Nath Das

Label
Robust response surfaces, regression, and positive data analyses
Title
Robust response surfaces, regression, and positive data analyses
Statement of responsibility
Rabindra Nath Das
Creator
Author
Subject
Genre
Language
eng
Summary
"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 (Physical/Chemical), Environmental, Medical, Agricultural, Quality engineering etc. RSM is the most popular experimental data generating, modeling and optimization technique in every field of science. It is a particular case of robust response surface methodology (RRSM). RSM has many limitations, and RRSM aims to overcome many of such limitations. Thus, RRSM will be much better than RSM. It is intended for anyone who knows basic concepts of experimental designs and regression analysis. This is the first unique book on RRSM. Every chapter is unique regarding its contents, presentation and organization. Problems on robust response surface designs such as rotatability, slope-rotatability, weak rotatability, optimality, and along with the method of estimation of model parameters, positive data analysis techniques are considered in this book. Some real examples on lifetime responses, resistivity, replicated measures, medical, demography, hydrogeology data etc., are analysed. Some examples (considered in this book) on design of experiments do not satisfy the classical assumptions of response surface methodology."--
Member of
Assigning source
Provided by publisher
Cataloging source
EBLCP
http://library.link/vocab/creatorName
Das, Rabindra Nath
Dewey number
001.4/34
Illustrations
illustrations
Index
index present
LC call number
QA279
LC item number
.D355 2014eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/subjectName
  • Response surfaces (Statistics)
  • Regression analysis
  • REFERENCE
  • Regression analysis
  • Response surfaces (Statistics)
Label
Robust response surfaces, regression, and positive data analyses, Rabindra Nath Das
Instantiates
Publication
Copyright
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
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
Control code
880825122
Dimensions
unknown
Extent
1 online resource (xxiii, 311 pages)
Form of item
online
Isbn
9781466506800
Lccn
2014013174
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1201/b16899
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000591
Specific material designation
remote
System control number
(OCoLC)880825122
Label
Robust response surfaces, regression, and positive data analyses, Rabindra Nath Das
Publication
Copyright
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
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
Control code
880825122
Dimensions
unknown
Extent
1 online resource (xxiii, 311 pages)
Form of item
online
Isbn
9781466506800
Lccn
2014013174
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1201/b16899
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000591
Specific material designation
remote
System control number
(OCoLC)880825122

Library Locations

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      38.946102 -92.330125
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