书目名称 | Quality Improvement with Design of Experiments |
副标题 | A Response Surface A |
编辑 | Ivan N. Vuchkov,Lidia N. Boyadjieva |
视频video | |
丛书名称 | Topics in Safety, Risk, Reliability and Quality |
图书封面 |  |
描述 | Residualplots 74 Normaland half-normal plots 77 2. 3. 10. TRANSFORMATIONS OF VARIABLES 80 2. 3. 11. WEIGHTED LEAST SQUARES 82 2. 4. Bibliography 84 Appendix A. 2. 1. Basic equation ofthe analysis ofvariance 84 Appendix A. 2. 2. Derivation of the simplified formulae (2. 1 0) and (2. 11) 85 Appendix A. 2. 3. Basic properties ofleast squares estimates 86 Appendix A. 2. 4. Sums ofsquares for tests for lack offit 88 Appendix A. 2. 5. Properties ofthe residuals 90 3. DESIGN OF REGRESSION EXPERIMENTS 96 3. 1. Introduction 96 3. 2. Variance-optimality of response surface designs 98 3. 3. Two Ievel full factorial designs 106 3. 3. 1. DEFINITIONS AND CONSTRUCTION 106 3. 3. 2. PROPERTIES OF TWO LEVEL FULL FACTORIAL DESIGNS 109 3. 3. 3. REGRESSION ANALYSIS OF DAT A OBT AlNED THROUGH TWO LEVEL FULL F ACTORIAL DESIGNS 113 Parameter estimation 113 Effects of factors and interactions 116 Statistical analysis of individual effects and test for lack of fit 118 3. 4. Two Ievel fractional factorial designs 123 3. 4. 1. CONSTRUCTION OF FRACTIONAL F ACTORIAL DESIGNS 123 3. 4. 2. FITTING EQUATIONS TO DATA OBTAlNED BY FRACTIONAL F ACTORIAL DESIGNS 130 3. 5. Bloclung 133 3. 6. Steepest ascent 135 3. 7. Sec |
出版日期 | Book 2001 |
关键词 | calculus; data analysis; design; engineering design; model; optimization; process design; quality; regressio |
版次 | 1 |
doi | https://doi.org/10.1007/978-94-009-0009-7 |
isbn_softcover | 978-1-4020-0392-9 |
isbn_ebook | 978-94-009-0009-7Series ISSN 1566-0443 Series E-ISSN 2215-0285 |
issn_series | 1566-0443 |
copyright | Springer Science+Business Media Dordrecht 2001 |