The Resource Functional Approach to Optimal Experimental Design, by Viatcheslav B. Melas, (electronic resource)

Functional Approach to Optimal Experimental Design, by Viatcheslav B. Melas, (electronic resource)

Label
Functional Approach to Optimal Experimental Design
Title
Functional Approach to Optimal Experimental Design
Statement of responsibility
by Viatcheslav B. Melas
Creator
Author
Author
Subject
Language
  • eng
  • eng
Summary
The book presents a novel approach for studying optimal experimental designs. The functional approach consists of representing support points of the designs by Taylor series. It is thoroughly explained for many linear and nonlinear regression models popular in practice including polynomial, trigonometrical, rational, and exponential models. Using the tables of coefficients of these series included in the book, a reader can construct optimal designs for specific models by hand. The book is suitable for researchers in statistics and especially in experimental design theory as well as to students and practitioners with a good mathematical background. Viatcheslav B. Melas is Professor of Statistics and Numerical Analysis at the St. Petersburg State University and the author of more than one hundred scientific articles and four books. He is an Associate Editor of the Journal of Statistical Planning and Inference and Co-Chair of the organizing committee of the 1st–5th St. Petersburg Workshops on Simulation (1994, 1996, 1998, 2001 and 2005)
Member of
Is Subseries of
http://library.link/vocab/creatorName
Melas, Viatcheslav B
Dewey number
519.6
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
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Language note
English
LC call number
QA276-280
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Lecture Notes in Statistics,
Series volume
184
http://library.link/vocab/subjectName
  • Mathematical statistics
  • Statistics
  • Computer simulation
  • Mathematical optimization
  • Statistical Theory and Methods
  • Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences
  • Statistics for Life Sciences, Medicine, Health Sciences
  • Simulation and Modeling
  • Optimization
Label
Functional Approach to Optimal Experimental Design, by Viatcheslav B. Melas, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Fundamentals of the Optimal Experimental Design -- The Functional Approach -- Polynomial Models -- Trigonometrical Models -- D-Optimal Designs for Rational Models -- D-Optimal Designs for Exponential Models -- E- and c-Optimal Designs -- The Monod Model
Dimensions
unknown
Edition
1st ed. 2006.
Extent
1 online resource (341 p.)
Form of item
online
Isbn
9781280610905
Media category
computer
Media type code
c
Other control number
10.1007/0-387-31610-8
Specific material designation
remote
System control number
  • (CKB)1000000000228185
  • (EBL)264822
  • (OCoLC)213888561
  • (SSID)ssj0000297064
  • (PQKBManifestationID)11243524
  • (PQKBTitleCode)TC0000297064
  • (PQKBWorkID)10332698
  • (PQKB)11749500
  • (DE-He213)978-0-387-31610-9
  • (MiAaPQ)EBC264822
  • (EXLCZ)991000000000228185
Label
Functional Approach to Optimal Experimental Design, by Viatcheslav B. Melas, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Fundamentals of the Optimal Experimental Design -- The Functional Approach -- Polynomial Models -- Trigonometrical Models -- D-Optimal Designs for Rational Models -- D-Optimal Designs for Exponential Models -- E- and c-Optimal Designs -- The Monod Model
Dimensions
unknown
Edition
1st ed. 2006.
Extent
1 online resource (341 p.)
Form of item
online
Isbn
9781280610905
Media category
computer
Media type code
c
Other control number
10.1007/0-387-31610-8
Specific material designation
remote
System control number
  • (CKB)1000000000228185
  • (EBL)264822
  • (OCoLC)213888561
  • (SSID)ssj0000297064
  • (PQKBManifestationID)11243524
  • (PQKBTitleCode)TC0000297064
  • (PQKBWorkID)10332698
  • (PQKB)11749500
  • (DE-He213)978-0-387-31610-9
  • (MiAaPQ)EBC264822
  • (EXLCZ)991000000000228185

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