Optimal Design for Nonlinear Response Models: 53 (Chapman & Hall/CRC Biostatistics) - Tapa blanda

Libro 38 de 151: Chapman & Hall/CRC Biostatistics

Fedorov, Valerii V.

 
9780367379803: Optimal Design for Nonlinear Response Models: 53 (Chapman & Hall/CRC Biostatistics)
Tapa blanda
ISBN 10: 0367379805 ISBN 13: 9780367379803
Editorial: Routledge, 2019

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Valerii Fedorov, PhD, is Vice President of Predictive Analytics, Innovation at Quintiles.

Sergei Leonov, PhD, is a Senior Principal Scientist at AstraZeneca.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Routledge
Año de publicación
2019
Idioma
Inglés
ISBN 10 
0367379805
ISBN 13 
9780367379803
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
401
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9781439821510: Optimal Design for Nonlinear Response Models: 53 (Chapman & Hall/CRC Biostatistics)

Edición Destacada

ISBN 10:  1439821518 ISBN 13:  9781439821510
Editorial: CRC Press, 2013
Tapa dura