Quality by experimental design

著者

• Barker, Thomas B.

書誌事項

Quality by experimental design

Thomas B. Barker

（Statistics : textbooks and monographs, v. 183）

Chapman & Hall/CRC, Taylor & Francis Group, c2005

3rd ed

注記

Includes bibliographical references and index

内容説明・目次

内容説明

Continuing a best-selling tradition, the third edition of Quality by Experimental Design uses the same easy-to-read and understand format that made the previous two editions so popular with newcomers and experienced readers alike. Completely revised and revamped, the third edition has lost none of the features that made each of the previous editions bestsellers in their own right. Written in Thomas Barker's trademark, conversational style, the third edition includes new topics on inference, more realistic practice problems, examples using Minitab (R), and a large dose of Robust Design philosophy and methods. Barker integrates the Robust Design, sometimes known as the Taguchi approach, as a natural part of the design effort and establishes a criterion for measurement variables. He provides step-by-step guides to the Minitab software that give you the ability to apply the concepts in practical applications and includes easy to use experimental design templates. The author presents the mathematical aspects of statistical experimental design in an intuitive rather than a theoretical manner. Emphasizing both the philosophy and the techniques for setting up experiments, the book shows you how to achieve increased efficiency, timely accomplishment of goals, visualization through graphical and numerical representation, and control of the experiment through careful planning. Those new to QED will find some of the most powerful ideas in scientific investigation and engineering understanding in this book. Seasoned QED'ers will appreciate the new insight it offers and timely reviews of subjects in which they may have become a bit rusty.

目次

THE PHILOSOPHY OF EXPERIMENTATION Why Design Experiments? Organizing the Experiment The Neglected Response Variable STATISTICAL EXPERIMENTAL DESIGN The Factorial 2-Level Design General Factorial Designs Fractional Factorials at 2-Levels Multi-Level Designs 3-Level Designs Randomized Block and Latin Square Nested Designs Evolutionary Operation SORTING THE SIGNAL FROM THE NOISE Simple Analysis Analysis of Means by Using the Variance YATES Analysis Analysis of 2k and 2k-p Designs Matrix Algebra Least Squares Analysis Putting ANOVA and Least Squares to Work ANOVA for Blocked and Nested Designs THE DERIVATION OF EMPIRICAL EQUATIONS FROM STATISTICALLY DESIGNED EXPERIMENTS A Case History of an Experimental Investigation UTILIZATION OF EMPIRICAL EQUATIONS Robust Design Monte Carlo Simulation and Tolerance Design Case History Completed: The Utilization of the Equation Statistical Tables Index

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詳細情報

• NII書誌ID(NCID): BA7289982X
• ISBN:
  • 0824723090
• LCCN: 2005043989
• 出版国コード: us
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: Boca Raton, Fla.
• ページ数/冊数: 683 p.
• 大きさ: 26 cm
• 親書誌ID:
  • BA0001061X