كتاب
Functional approach to optimal experimental design
| العنوان: | Functional approach to optimal experimental design |
|---|---|
| المؤلفون: | Melas, V. B. (Vi͡acheslav Borisovich) |
| بيانات النشر: | New York : Springer, c2006. |
| سنة النشر: | 2006 |
| وصف مادي: | ix, 333 p. ; 24 cm. |
| سلاسل: | Lecture notes in statistics Lecture notes in statistics (Springer-Verlag) |
| مصطلحات موضوعية: | Experimental design., Optimal designs (Statistics), Computer simulation., Mathematical optimization., Mathematical statistics., Statistics. |
| الوصف: | 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). |
| ملاحظة حول المحتويات: | 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. |
| Original Identifier: | ocm63204685 QA279 .M397 2006 |
| نوع الوثيقة: | Book |
| اللغة: | English |
| ردمك: | 978-0-387-98741-5 0-387-98741-X |
| حقوق: | This record is part of the Harvard Library Bibliographic Dataset, which is provided by the Harvard Library under its Bibliographic Dataset Use Terms and includes data made available by, among others, OCLC Online Computer Library Center, Inc. and the Library of Congress. |
| ملاحظات: | Includes bibliographical references (p. 321-330) and index. |
| رقم الأكسشن: | edshlc.009862136.X |
| قاعدة البيانات: | Harvard Library Bibliographic Dataset |
Full Text Finder | ردمك: | 9780387987415 038798741X |
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