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
Contributor
Author
Provider
Subject
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."--
Assigning source
Provided by publisher
Cataloging source
FlBoTFG
http://library.link/vocab/creatorName
Das, Rabindra Nath
Illustrations
  • illustrations
  • charts
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
ENGnetBASE
http://library.link/vocab/subjectName
  • Response surfaces (Statistics)
  • Experimental design
Label
Robust response surfaces, regression, and positive data analyses, Rabindra Nath Das
Instantiates
Publication
Copyright
Note
"A Chapman & Hall book."
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier MARC source
rdacarrier
Content category
text
Content type MARC source
rdacontent
Contents
1. Introduction -- 2. Robust first-order designs -- 3. Robust second-order designs -- 4. Robust regression designs for non-normal distributions -- 5. Weakly robust rotatable designs -- 6. Robust second-order slope rotatability -- 7. Optimal robust second-order slope rotatable designs -- 8. Robust second-order slope-rotatability measures -- 9. Regression analyses with correlated errors and applications -- 10. Positive data analyses via log-normal and gamma models -- 11. General conclusions and discussions
Extent
1 online resource
Form of item
online
Isbn
9781466506800
Media category
computer
Media MARC source
rdamedia
Other physical details
text file, PDF
Specific material designation
remote
System control number
(FlBoTFG)CAH0KE16144PDF
Label
Robust response surfaces, regression, and positive data analyses, Rabindra Nath Das
Publication
Copyright
Note
"A Chapman & Hall book."
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier MARC source
rdacarrier
Content category
text
Content type MARC source
rdacontent
Contents
1. Introduction -- 2. Robust first-order designs -- 3. Robust second-order designs -- 4. Robust regression designs for non-normal distributions -- 5. Weakly robust rotatable designs -- 6. Robust second-order slope rotatability -- 7. Optimal robust second-order slope rotatable designs -- 8. Robust second-order slope-rotatability measures -- 9. Regression analyses with correlated errors and applications -- 10. Positive data analyses via log-normal and gamma models -- 11. General conclusions and discussions
Extent
1 online resource
Form of item
online
Isbn
9781466506800
Media category
computer
Media MARC source
rdamedia
Other physical details
text file, PDF
Specific material designation
remote
System control number
(FlBoTFG)CAH0KE16144PDF

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