Valerii V. Fedorov
Optimal Design for Nonlinear Response Models Valerii V. Fedorov 1. izdevums

Name: Optimal Design for Nonlinear Response Models
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Author: Valerii V. Fedorov

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Optimal Design for Nonlinear Response Models

Valerii V. Fedorov

1. izdevums

Optimal Design for Nonlinear Response Models discusses the theory and applications of model-based experimental design with a strong emphasis on biopharmaceutical studies. The book draws on the authors? many years of experience in academia and the pharmaceutical industry.

While the focus is on nonlinear models, the book begins with an explanation of the key ideas, using linear models as examples. Applying the linearization in the parameter space, it then covers nonlinear models and locally optimal designs as well as minimax, optimal on average, and Bayesian designs. The authors also discuss adaptive designs, focusing on procedures with non-informative stopping.

The common goals of experimental design?such as reducing costs, supporting efficient decision making, and gaining maximum information under various constraints?are often the same across diverse applied areas. Ethical and regulatory aspects play a much more prominent role in biological, medical, and pharmaceutical research. The authors address all of these issues through many examples in the book.

402 pages

Mediji	Grāmatas Paperback Book (Grāmata ar mīksto vāku un līmēto muguru)
Izlaists	2019. gada 19. septembris
ISBN13	9780367379803
Izdevēji	Taylor & Francis Ltd
Lapas	402
Izmēri	150 × 220 × 10 mm · 453 g
Valoda	Angļu