Basic experimental strategies and data analysis for science and engineering / John Lawson, John Erjavec
- Author
- Lawson, John, 1947-
- Published
- Boca Raton : CRC Press, Taylor & Francis Group, [2017]
- Copyright Date
- ©2017
- Physical Description
- xxv, 418 pages : illustrations (black and white) ; 26 cm
- Additional Creators
- Erjavec, John, 1943-
- Contents
- 1. Strategies for experimentation with multiple factors -- 2. Statistics and probability -- 3. Basic two-level factorial experiments -- 4. Additional tools for two-level factorials -- 5. General factorial experiments and ANOVA -- 6. Variance component studies -- 7. Screening designs -- 8. Regression analysis -- 9. Response surface designs -- 10. Response surface model fitting -- 11. Sequential experimentation -- 12. Mixture experiments -- 13. Practical suggestions for successful experimentation.
- Summary
- Although books covering experimental design are often written for academic courses taken by statistics majors, most experiments performed in industry and academic research are designed and analyzed by non-statisticians. Therefore, a need exists for a desk reference that will be useful to practitioners who use experimental designs in their work. This book fills that gap. It is written as a guide that can be used as a reference book or as a sole or supplemental text for a university course.
- Subject(s)
- ISBN
- 9781466512177 (hbk.)
1466512172 (hbk.) - Bibliography Note
- Includes bibliographical references (pages 413-416) and index.
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