Toutenburg / Shalabh Statistical Analysis of Designed Experiments

2. Auflage 2002
ISBN: 978-0-387-22772-6
Verlag: Springer US
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 503 Seiten, eBook

Reihe: Springer Texts in Statistics

This book is the second English edition of my German textbook that was originally written parallel to my lecture “Design of Experiments” which was held at the University of Munich. It is thought to be a type of resource/reference book which contains statistical methods used by - searchersin applied areas. Because of the diverse examples it could also be used in more advanced undergraduate courses, as a textbook. It is often called to our attention, by statisticians in the pharmac- tical industry, that there is a need for a summarizing and standardized representation of the design and analysis of experiments that includes the di?erent aspects of classical theory for continuous response, and of modern procedures for a categorical and, especially, correlated response, as well as more complex designs as, for example, cross–over and repeated measures. Therefore the book is useful for non statisticians who may appreciate the versatility of methods and examples, and for statisticians who will also ?nd theoretical basics and extensions. Therefore the book tries to bridge the gap between the application and theory within methods dealing with designed experiments.

Zielgruppe

Professional/practitioner

Autoren/Hrsg.

Toutenburg, Helge

Shalabh

Inhaltsverzeichnis

Comparison of Two Samples.- The Linear Regression Model.- Single-Factor Experiments with Fixed and Random Effects.- More Restrictive Designs.- Multifactor Experiments.- Models for Categorical Response Variables.- Repeated Measures Model.- Cross-Over Design.- Statistical Analysis of Incomplete Data.