Design and analysis of experiments
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書誌事項
Design and analysis of experiments
John Wiley & Sons, c2009
7th ed
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注記
"International student version" -- t.p.
Includes bibliographical references and index
内容説明・目次
内容説明
This bestselling professional reference has helped over 100,000 engineers and scientists with the success of their experiments. The new edition includes more software examples taken from the three most dominant programs in the field: Minitab, JMP, and SAS. Additional material has also been added in several chapters, including new developments in robust design and factorial designs. New examples and exercises are also presented to illustrate the use of designed experiments in service and transactional organizations. Engineers will be able to apply this information to improve the quality and efficiency of working systems.
目次
Preface. 1. Introduction. 2. Simple Comparative Experiments. 3. Experiments with a Single Factor: The Analysis of Variance. 4. Randomized Blocks, Latin Squares, and Related Designs. 5. Introduction to Factorial Designs. 6. The 2k Factorial Design. 7. Blocking and Confounding in the 2k Factorial Design. 8. Two-Level Fractional Factorial Designs. 9. Three-Level and Mixed-Level Factorial and Fractional Factorial Designs. 10. Fitting Regression Models. 11. Response Surface Methods and Designs. 12. Robust Parameter Design and Process Robustness Studies. 13. Experiments with Random Factors. 14. Nested and Split-Plot Designs. 15. Other Design and Analysis Topics. Bibliography. Appendix. Table I. Cumulative Standard Normal Distribution. Table II. Percentage Points of the t Distribution. Table III. Percentage Points of the x 2 Distribution. Table IV. Percentage Points of the F Distribution. Table V. Operating Characteristic Curves for the Fixed Effects Model Analysis of Variance. Table VI. Operating Characteristic Curves for the Random Effects Model Analysis of Variance. Table VII. Percentage Points of the Studentized Range Statistic. Table VIII. Critical Values for Dunnett's Test for Comparing Treatments with a Control. Table IX. Coefficients of Orthogonal Polynomials. Table X. Alias Relationships for 2 k - p Fractional Factorial Designs with k 15 and n. Index.
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