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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Mathematik Wahrscheinlichkeitstheorie & Statistik A Comprehensive Guide to Factorial Two-Level Experimentation
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A Comprehensive Guide to Factorial Two-Level Experimentation
Robert Mee (Broschiert, Englisch)
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Beschreibung
Factorial designs enable researchers to experiment with many factors. The 50 published examples re-analyzed in this guide attest to the prolific use of two-level factorial designs. As a testimony to this universal applicability, the examples come from diverse fields: Analytical Chemistry, Animal Science, Automotive Manufacturing, Ceramics and Coatings, Chromatography, Electroplating, Food… Technology, Injection Molding, Marketing, Microarray Processing, Modeling and Neural Networks, Organic Chemistry, Product Testing, Quality Improvement, Semiconductor Manufacturing, and Transportation. Focusing on factorial experimentation with two-level factors makes this book unique, allowing the only comprehensive coverage of two-level design construction and analysis. Furthermore, since two-level factorial experiments are easily analyzed using multiple regression models, this focus on two-level designs makes the material understandable to a wide audience. This book is accessible to non-statisticians having a grasp of least squares estimation for multiple regression and exposure to analysis of variance. "This book contains a wealth of information, including recent results on the design of two-level factorials and various aspects of analysis… The examples are particularly clear and insightful." (William Notz, Ohio State University) "One of the strongest points of this book for an audience of practitioners is the excellent collection of published experiments, some of which didn’t ‘come out’ as expected… A statistically literate non-statistician who deals with experimental design will have plenty of motivation to read this book, and the payback for the effort will be substantial." (Max Morris, Iowa State University) 117,69 €
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Technische Daten
Erscheinungsdatum
05.09.2014
Sprache
Englisch
EAN
9781489982704
Herausgeber
Springer US
Sonderedition
Nein
Autor
Robert Mee
Seitenanzahl
545
Einbandart
Broschiert
Schlagwörter
Excel, Variance, analysis of variance, chemistry, design, distribution, experiment, marketing, modeling, neural networks, processing, quality, search engine marketing (SEM), statistics, transport
Thema-Inhalt
PBT - Wahrscheinlichkeitsrechnung und Statistik
PN - Chemie
TGM - Materialwissenschaft
TGP - Fertigungstechnik und Ingenieurwesen
TGB - Maschinenbau
KJS - Marketing und Vertrieb
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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