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
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."--Jacket
Bibliography
Includes bibliographical references (pages 321-330) and index
