Quality Improvement With Design of Experiments : A Response Surface Approach,...-image

Quality Improvement With Design of Experiments : A Response Surface Approach,...

$ 125.07

Series: Topics in Safety, Risk, Reliability and Quality Ser. Language: English Book Title: Quality Improvement With Design of Experiments : A Response Surfa Number of Pages: Xvi, 508 Pages Item Weight: 28 Oz Item Width: 6.1 in ISBN: 9781402003929 Subject: Industrial Management, Probability & Statistics / General, Production & Operations Management, Applied, Quality Control gtin13: 9781402003929 Publisher: Springer Netherlands Author: Lidia N. Boyadjieva, Ivan N. Vuchkov Publication Year: 2001 Subject Area: Mathematics, Business & Economics Format: Trade Paperback Publication Name: Quality Improvement with Design of Experiments : a Response Surface Approach Type: Textbook Item Length: 9.3 in

Description

Quality Improvement With Design of Experiments : A Response Surface Approach, Paperback by Vuchkov, Ivan Nikolov; Boyadjieva, Lidia N., ISBN 1402003927, ISBN-13 9781402003929, Like New Used, Free shipping in the US 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. Second order designs 142 3. 7. 1. INTRODUCTION 142 3. 7. 2. COMPOSITE DESIGNS 144 Rotatable central composite designs 145 D-optimal composite designs 146 Hartley' s designs 146 3. 7. 3.

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