eBook - PDF

Adaptive Designs for Sequential Treatment Allocation

Name: Adaptive Designs for Sequential Treatment Allocation
ISBN: 9781466505766

Alessandro Baldi Antognini,

Alessandra Giovagnoli,

216 pages
English
PDF
Available on iOS & Android

eBook - PDF

Adaptive Designs for Sequential Treatment Allocation

Alessandro Baldi Antognini,

Alessandra Giovagnoli,

About this book

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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Yes, you can access Adaptive Designs for Sequential Treatment Allocation by Alessandro Baldi Antognini,Alessandra Giovagnoli in PDF and/or ePUB format, as well as other popular books in Mathematics & Probability & Statistics. We have over one million books available in our catalogue for you to explore.