Optimal Design of Experiments

Name: Optimal Design of Experiments
Brand: Society for Industrial & Applied Mathematics,U.S.
SKU: 9780898716047
Price: 552.25 PLN
Availability: PreOrder

Autor: Friedrich Pukelsheim

Język:

Oprawa: Miękka

Wydawca: Society for Industrial & Applied Mathematics,U.S.

Dostępność: Dodruk

Wydanie 10. 07. 2026

552.25 zł

Optimal Design of Experiments offers a rare blend of linear algebra, convex analysis, and statistics...

Informacje o książce

Autor

Friedrich Pukelsheim

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2006

strony

483

EAN

9780898716047

ISBN

0898716047

Enbook ID

02050183

Wydawca

Society for Industrial & Applied Mathematics,U.S.

Waga

527

Wymiary

151 x 227 x 20

Pełny opis

Optimal Design of Experiments offers a rare blend of linear algebra, convex analysis, and statistics. The optimal design for statistical experiments is first formulated as a concave matrix optimization problem. Using tools from convex analysis, the problem is solved generally for a wide class of optimality criteria such as D-, A-, or E-optimality. The book then offers a complementary approach that calls for the study of the symmetry properties of the design problem, exploiting such notions as matrix majorization and the Kiefer matrix ordering. The results are illustrated with optimal designs for polynomial fit models, Bayes designs, balanced incomplete block designs, exchangeable designs on the cube, rotatable designs on the sphere, and many other examples.

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