Understanding Design of Experiments

Understanding Design of Experiments

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The author's step-by-step approach leads the reader through the basic concepts and practices of the methodology, supplying instructions on convenient designs.
Partial Contents: Basic Statistics. Fundamentals of Experimentation. Fractional Designs. Examples. Using Eight-Run Designs. Simple Designs. Folded-Over Designs. Nomenclature and Design Variations. Estimation of Scatter. Sizing of Experiments. Strategies. Response Surface Methods. Mixture Designs. Latin Squares. Analysis of Variance. Taguchi's Contributions. Advanced Topics. Computer Programs.
Reviews: ' ... meets a unique and useful niche by starting with basic concepts and building logically ... The author is very empathetic and helpful to readers who
may feel they have less than the needed mathematical skills ... Proper use of these methods is absolutely essential to successful research and development in the modern age.'-Rubber World Magazine
'To recap this book in a sentence: The goal ... is
to glean the maximum amount of information
from a minimum amount
of work.' -Injection Molding Magazine

1;Foreword;92;Preface;113;Contents;144;1 What Are Designed Experiments?;155;2 Why and Where Should Designed Experiments Be Used?;176;3 How Hard Are Designed Experiments to Use?;197;4 Basic Statistics as Background to Design of Experiments;238;5 Fundamentals of Experimentation;319;6 Basics of Experimental Designs;3910;7 Fractional Designs and Their Uses;4711;8 Examples Using Eight-Run Design;5312;9 Effective Use of Simple Designs;5913;10 Application of Folded-Over Designs;6714;11 Nomenclature and Design Variations;7315;12 Estimation of Scatter;7916;13 Sizing of Experiments;8517;14 Development of an Experimental Strategy;9118;15 Basics of Response Surface Methods;9719;16 Analysis of Response Surface Method Experiments;10520;17 Basics of Mixture Designs;11121;18 Latin Squares and Their Derivatives;11922;19 Basic Analysis of Variance;12923;20 Full Use of Analysis of Variance;13724;21 Taguchi's Contributions;14525;22 Advanced Topics in Design of Experiments;15326;23 Computer Programs for Design of Experiments;16327;References;16928;Glossary;17129;Appendix;17730;Index;187
ISBN 9783446442474
Artikelnummer 9783446442474
Medientyp E-Book - PDF
Copyrightjahr 2014
Verlag Carl Hanser Fachbuchverlag
Umfang 176 Seiten
Sprache Englisch
Kopierschutz Digitales Wasserzeichen