Functional Approach to Optimal Experimental Design
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, trigonom...
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| Format: | eBook |
| Language: | English |
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New York, NY
Springer New York
2006, 2006
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| Edition: | 1st ed. 2006 |
| Series: | Lecture Notes in Statistics
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| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of 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