Textile processes quality control and design of experiments /
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| 主要作者: | |
|---|---|
| 其他作者: | |
| 格式: | 电子 电子书 |
| 语言: | 英语 |
| 出版: |
[New York, N.Y.] (222 East 46th Street, New York, NY 10017) :
Momentum Press,
c2013.
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| 版: | 1st ed. |
| 主题: | |
| 在线阅读: | An electronic book accessible through the World Wide Web; click to view |
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书本目录:
- Preface
- About the authors
- List of figures
- List of tables
- Part I. Introduction to mathematical statistics
- I.1. General terms and definitions
- I.2. Laws of random variables distribution
- I.3. Statistical estimates
- I.4. Statistical process control and control charts
- I.5. Correlation analysis
- I.6. Analysis of variance
- Part II. Design of an experiment
- II.1. Main concepts in mathematical modeling and optimization
- II.2. Choice of parameters of optimization
- II.3. Choice of input factors
- II.4. Main stages of experimental modeling
- II.5. Regression analysis
- II.6. Full factorial experiment
- II.7. Fractional factorial experiment
- II.8. Statistical methods for movement to an optimal area
- II.9. Investigation of the optimum area: composite designs of second order
- II.10. Optimization of target function
- II.11. Taguchi methods
- Appendix 1: Student's T-distribution
- Appendix 2: Chi-squared X2-distribution
- Appendix 3: Fisher's F-distribution a = 0.05
- Appendix 4: Fisher's F-distribution a = 0.01
- Appendix 5: Cochran's critical values
- Appendix 6: Density of normal distribution N(0, 1)
- Appendix 7: Probability P for Sd [less than or equal to] Sdo
- Appendix 8: Random numbers
- Bibliography
- Index.