Author(s): D.L. Massart, B.G.M. Vandeginste, L.M.C. Buydens, S. De Jong, P.J. Lewi and J. Smeyers-Verbeke (Eds.)
Series: Data Handling in Science and Technology 20, Part A
Edition: 1
Publisher: Elsevier Science
Year: 1998
Language: English
Pages: 1-867
Content:
Preface
Pages v-vi
Chapter 1 Introduction
Pages 1-20
Chapter 2 Statistical description of the quality of processes and measurements Original Research Article
Pages 21-46
Chapter 3 The normal distribution Original Research Article
Pages 47-72
Chapter 4 An introduction to hypothesis testing Original Research Article
Pages 73-91
Chapter 5 Some important hypothesis tests Original Research Article
Pages 93-120
Chapter 6 Analysis of variance Original Research Article
Pages 121-150
Chapter 7 Control charts Original Research Article
Pages 151-170
Chapter 8 Straight line regression and calibration Original Research Article
Pages 171-230
Chapter 9 Vectors and matrices Original Research Article
Pages 231-261
Chapter 10 Multiple and polynomial regression Original Research Article
Pages 263-303
Chapter 11 Non-linear regression Original Research Article
Pages 305-338
Chapter 12 Robust statistics Original Research Article
Pages 339-377
Chapter 13 Internal method validation Original Research Article
Pages 379-440
Chapter 14 Method validation by interlaboratory studies Original Research Article
Pages 441-460
Chapter 15 Other distributions Original Research Article
Pages 461-474
Chapter 16 The 2×2 contingency table Original Research Article
Pages 475-518
Chapter 17 Principal components Original Research Article
Pages 519-556
Chaper 18 Information theory Original Research Article
Pages 557-571
Chapter 19 Fuzzy methods Original Research Article
Pages 573-586
Chapter 20 Process modelling and sampling Original Research Article
Pages 587-641
Chapter 21 An introduction to experimental design Original Research Article
Pages 643-658
Chapter 22 Two-level factorial designs Original Research Article
Pages 659-682
Chapter 23 Fractional factorial designs Original Research Article
Pages 683-699
Chapter 24 Multi-level designs Original Research Article
Pages 701-738
Chapter 25 Mixture designs Original Research Article
Pages 739-769
Chapter 26 Other optimization methods Original Research Article
Pages 771-804
Chapter 27 Genetic algorithms and other global search strategies Original Research Article
Pages 805-848
Index
Pages 849-867
