Methods for Experimental Design :Principles and Applications for Physicists and Chemists ( Volume 12 )

Publication subTitle :Principles and Applications for Physicists and Chemists

Publication series :Volume 12

Author: Goupy   J. L.  

Publisher: Elsevier Science‎

Publication year: 1993

E-ISBN: 9780080868394

P-ISBN(Paperback): 9780444895295

P-ISBN(Hardback):  9780444895295

Subject: N33 the experiment method and experiment device

Language: ENG

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Description

A method for organizing and conducting scientific experiments is described in this volume which enables experimenters to reduce the number of trials run, while retaining all the parameters that may influence the result. The choice of ideal experiments is based on mathematical concepts, but the author adopts a practical approach and uses theory only when necessary. Written for experimenters by an experimenter, it is an introduction to the philosophy of scientific investigation.


Researchers with limited time and resources at their disposal will find this text a valuable guide for solving specific problems efficiently. The presentation makes extensive use of examples, and the approach and methods are graphical rather than numerical. All calculations can be performed on a personal computer; readers are assumed to have no previous knowledge of the subject. The presentation is such that the beginner may acquire a thorough understanding of the basic concepts. However, there is also sufficient material to challenge the advanced student. The book is, therefore, suitable for both first and advanced courses. The many examples can also be used in detail for self-study or as a reference.

Chapter

Front Cover

pp.:  1 – 4

Copyright Page

pp.:  5 – 10

Preface

pp.:  8 – 8

Acknowledgements

pp.:  8 – 18

Contents

pp.:  10 – 8

Chapter 2. Two-level complete factorial designs: 22

pp.:  26 – 46

Chapter 3. Two-level complete factorial designs: 2k

pp.:  46 – 66

Chapter 4. Estimating error and significant effects

pp.:  66 – 84

Chapter 5. The concept of optimal design

pp.:  84 – 108

Chapter 6. Two-level fractional factorial designs: 2k-P The Alias theory

pp.:  108 – 132

Chapter 7. Two-level fractional factorial designs: 2k-P Examples

pp.:  132 – 168

Chapter 8. Types of matrices

pp.:  168 – 176

Chapter 9. Trial sequences: Randomization and anti-drift designs

pp.:  176 – 196

Chapter 10. Trial sequences: Blocking

pp.:  196 – 220

Chapter 11. Mathematical modelling of factorial 2k designs

pp.:  220 – 256

Chapter 12. Choosing complementary trials

pp.:  256 – 274

Chapter 13. Beyond influencing factors

pp.:  274 – 300

Chapter 14. Practical method of calculation using a quality example

pp.:  300 – 326

Chapter 14. (continued) Detailed calculations for the truck suspension springs example

pp.:  326 – 350

Chapter 15. Experimental designs and computer simulations

pp.:  350 – 382

Chapter 16. Practical experimental designs

pp.:  382 – 408

Chapter 17. Overview and suggestions

pp.:  408 – 420

Appendix 1. Matrices and matrix calculations

pp.:  420 – 434

Appendix 2. Statistics useful in experimental designs

pp.:  434 – 438

Appendix 3. Order of trials that leaves the effects of the main factors uninfluenced by linear drift. Application to a 23 design

pp.:  438 – 448

Bibliography

pp.:  448 – 457

Author index

pp.:  457 – 460

Example index

pp.:  460 – 464

Subject index

pp.:  464 – 468

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