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portada Adaptive Designs for Sequential Treatment Allocation
Type
Physical Book
Publisher
Year
2013
Language
English
Pages
216
Format
Hardcover
Dimensions
23.6x15.5x1.8 cm
Weight
0.45 kg.
ISBN
1466505753
ISBN13
9781466505759

Adaptive Designs for Sequential Treatment Allocation

Alessandro Baldi Antognini (Author) · Alessandra Giovagnoli (Author) · CRC Press · Hardcover

Adaptive Designs for Sequential Treatment Allocation - Baldi Antognini, Alessandro ; Giovagnoli, Alessandra

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€ 135,95
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€ 135,95

Synopsis "Adaptive Designs for Sequential Treatment Allocation"

Adaptive Designs for Sequential Treatment Allocation presents a rigorous theoretical treatment of the results and mathematical foundation of adaptive design theory. The book focuses on designing sequential randomized experiments to compare two or more treatments incorporating information accrued along the way. The authors first introduce the terminology and statistical models most commonly used in comparative experiments. They then illustrate biased coin and urn designs that only take into account past treatment allocations as well as designs that use past data, such as sequential maximum likelihood and various types of doubly adaptive designs. The book also covers multipurpose adaptive experiments involving utilitarian choices and ethical issues. It ends with adaptive methods that include covariates in the design. The appendices present basic tools of optimal design theory and address Bayesian adaptive designs.This book helps readers fully understand the theoretical properties behind various adaptive designs. Readers are then equipped to choose the best design for their experiment.

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