Statistical Analysis of Designed Experiments, Third Edition - Helge Toutenburg,  Shalabh

Statistical Analysis of Designed Experiments, Third Edition

Buch | Softcover
615 Seiten
2014 | 3rd ed. 2009
Springer-Verlag New York Inc.
978-1-4899-8339-8 (ISBN)
160,49 inkl. MwSt
This textbook presents the design and analysis of experiments that comprise the aspects of classical theory for continuous response, modern procedures for categorical response, and especially for correlated categorical response.
This book is the third revised and updated English edition of the German textbook /Versuchsplanung und Modellwahl" by Helge Toutenburg which was based on more than 15 years experience of lectures on the course /- sign of Experiments" at the University of Munich and interactions with the statisticians from industries and other areas of applied sciences and en- neering. This is a type of resource/ reference book which contains statistical methods used by researchers in applied areas. Because of the diverse ex- ples combined with software demonstrations it is also useful as a textbook in more advanced courses, The applications of design of experiments have seen a signi?cant growth in the last few decades in di?erent areas like industries, pharmaceutical sciences, medical sciences, engineering sciences etc. The second edition of this book received appreciation from academicians, teachers, students and applied statisticians. As a consequence, Springer-Verlag invited Helge Toutenburg to revise it and he invited Shalabh for the third edition of the book. In our experience with students, statisticians from industries and - searchers from other ?elds of experimental sciences, we realized the importance of several topics in the design of experiments which will - crease the utility of this book. Moreover we experienced that these topics are mostly explained only theoretically in most of the available books.

Comparison of Two Samples.- The Linear Regression Model.- Single#x2013;Factor Experiments with Fixed and Random Effects.- More Restrictive Designs.- Incomplete Block Designs.- Multifactor Experiments.- Models for Categorical Response Variables.- Repeated Measures Model.- Cross#x2013;Over Design.- Statistical Analysis of Incomplete Data.

Erscheint lt. Verlag 30.10.2014
Reihe/Serie Springer Texts in Statistics
Zusatzinfo XVIII, 615 p.
Verlagsort New York
Sprache englisch
Maße 155 x 235 mm
Themenwelt Geisteswissenschaften Psychologie Test in der Psychologie
Mathematik / Informatik Informatik Theorie / Studium
Mathematik / Informatik Mathematik Statistik
Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Studium Querschnittsbereiche Epidemiologie / Med. Biometrie
Naturwissenschaften Biologie Genetik / Molekularbiologie
Wirtschaft Volkswirtschaftslehre Ökonometrie
ISBN-10 1-4899-8339-2 / 1489983392
ISBN-13 978-1-4899-8339-8 / 9781489983398
Zustand Neuware
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