Design and Analysis of Experiments, Volume 3: Special Designs and Applications (Wiley Series in Probability and Statistics, Band 3) - Hardcover

Hardcover

ISBN 10: 0470530685 ISBN 13: 9780470530689

Verlag: Wiley, 2012

Inhaltsangabe

Provides timely applications, modifications, and extensions of experimental designs for a variety of disciplines

Design and Analysis of Experiments, Volume 3: Special Designs and Applications continues building upon the philosophical foundations of experimental design by providing important, modern applications of experimental design to the many fields that utilize them. The book also presents optimal and efficient designs for practice and covers key topics in current statistical research.

Featuring contributions from leading researchers and academics, the book demonstrates how the presented concepts are used across various fields from genetics and medicinal and pharmaceutical research to manufacturing, engineering, and national security. Each chapter includes an introduction followed by the historical background as well as in-depth procedures that aid in the construction and analysis of the discussed designs. Topical coverage includes:

• Genetic cross experiments, microarray experiments, and variety trials

• Clinical trials, group-sequential designs, and adaptive designs

• Fractional factorial and search, choice, and optimal designs for generalized linear models

• Computer experiments with applications to homeland security

• Robust parameter designs and split-plot type response surface designs

• Analysis of directional data experiments

Throughout the book, illustrative and numerical examples utilize SAS®, JMP®, and R software programs to demonstrate the discussed techniques. Related data sets and software applications are available on the book's related FTP site.

Design and Analysis of Experiments, Volume 3 is an ideal textbook for graduate courses in experimental design and also serves as a practical, hands-on reference for statisticians and researchers across a wide array of subject areas, including biological sciences, engineering, medicine, and business.

Über diesen Titel

Über die Autorin bzw. den Autor

KLAUS HINKELMANN, PhD, is Professor Emeritus of Statistics at the Virginia Polytechnic Institute and State University Department of Statistics. A Fellow of the American Statistical Association and the American Association for the Advancement of Science, Dr. Hinkelmann has published extensively in the areas of design of experiments, statistical methods, and biometry.

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Provides timely applications, modifications, and extensions of experimental designs for a variety of disciplines

Design and Analysis of Experiments, Volume 3: Special Designs and Applications continues building upon the philosophical foundations of experimental design by providing important, modern applications of experimental design to the many fields that utilize them. The book also presents optimal and efficient designs for practice and covers key topics in current statistical research.

Featuring contributions from leading researchers and academics, the book demonstrates how the presented concepts are used across various fields from genetics and medicinal and pharmaceutical research to manufacturing, engineering, and national security. Each chapter includes an introduction followed by the historical background as well as in-depth procedures that aid in the construction and analysis of the discussed designs. Topical coverage includes:

• Genetic cross experiments, microarray experiments, and variety trials
• Clinical trials, group-sequential designs, and adaptive designs
• Fractional factorial, search, and choice designs, and optimal designs for generalized linear models
• Computer experiments with applications to homeland security
• Robust parameter designs and split-plot type response surface designs
• Analysis of directional data experiments

Throughout the book, illustrative and numerical examples utilize SAS®, JMP®, and R software programs to demonstrate the discussed techniques. Related data sets and software applications are available on the book's related FTP site.

Design and Analysis of Experiments, Volume 3 is an ideal textbook for graduate courses in experimental design and also serves as a practical, hands-on reference for statisticians and researchers across a wide array of subject areas, including biological sciences, engineering, medicine, and business.

Aus dem Klappentext

Provides timely applications, modifications, and extensions of experimental designs for a variety of disciplines

Design and Analysis of Experiments, Volume 3: Special Designs and Applications continues building upon the philosophical foundations of experimental design by providing important, modern applications of experimental design to the many fields that utilize them. The book also presents optimal and efficient designs for practice and covers key topics in current statistical research.

Featuring contributions from leading researchers and academics, the book demonstrates how the presented concepts are used across various fields from genetics and medicinal and pharmaceutical research to manufacturing, engineering, and national security. Each chapter includes an introduction followed by the historical background as well as in-depth procedures that aid in the construction and analysis of the discussed designs. Topical coverage includes:

• Genetic cross experiments, microarray experiments, and variety trials
• Clinical trials, group-sequential designs, and adaptive designs
• Fractional factorial, search, and choice designs, and optimal designs for generalized linear models
• Computer experiments with applications to homeland security
• Robust parameter designs and split-plot type response surface designs
• Analysis of directional data experiments

Throughout the book, illustrative and numerical examples utilize SAS®, JMP®, and R software programs to demonstrate the discussed techniques. Related data sets and software applications are available on the book's related FTP site.

Design and Analysis of Experiments, Volume 3 is an ideal textbook for graduate courses in experimental design and also serves as a practical, hands-on reference for statisticians and researchers across a wide array of subject areas, including biological sciences, engineering, medicine, and business.

Details zur Ausgabe

• Verlag: Wiley
• Erscheinungsdatum: 2012
• Sprache: Englisch
• ISBN 10: 0470530685
• ISBN 13: 9780470530689
• Einband: Gebundene Ausgabe
• Auflage: 1
• Anzahl der Seiten: 608
• Herausgeber: Hinkelmann Klaus
• Kontakt zum Hersteller: Wiley-VCH GmbH; product_safety@wiley.com; ; Boschstrasse 12; Weinheim; 69469; Deutschland