Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Introduction Read chapter Read first chapter

2019 | OriginalPaper | Chapter

18. DOE and Regression Theory

Author : Theodore T. Allen

Published in: Introduction to Engineering Statistics and Lean Six Sigma

Publisher: Springer London

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

As is the case for other six sigma-related methods, practitioners of six sigma have demonstrated that it is possible to derive value from design of experiments (DOE) and regression with little or no knowledge of statistical theory. However, understanding the implications of probability theory can be intellectually satisfying and enhance the chances of successful implementations.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter DOE and Regression Case Studies
next chapter Optimization and Strategy
Literature
Allen TT, Bernshteyn M (2003) Supersaturated designs that maximize the probability of finding the active factors. Technometrics 45:1–8MathSciNetCrossRef
Allen TT, Yu L (2002) Low cost response surface methods for and from simulation optimization. Qual Reliab Eng Int 18:5–17CrossRef
Allen TT, Yu L, Bernshteyn M (2000) Low cost response surface methods applied to the design of plastic snap fits. Qual Eng 12:583–591CrossRef
Allen TT, Yu L, Schmitz J (2003) The expected integrated mean squared error experimental design criterion applied to die casting machine design. J Roy Stat Soc Ser C: Appl Stat 52:1–15CrossRef
Box GEP, Draper NR (1987) Empirical model-building and response surfaces. Wiley, New YorkMATH
Deler B, Nelson BL (2001) Modeling and generating multivariate time series with arbitrary marginals using a vector autoregressive technique. In: Proceedings of the 2001 Winter Simulation Conference.
DuMouchel W, Jones B (1994) A simple bayesian modification of D-optimal designs to reduce dependence on a assumed model. Technometrics 36:37–47MATH
Huang D, Allen T (2005) Design and analysis of variable fidelity experimentation applied to engine valve heat treatment process design. J Roy Stat Soc (Ser C) 54(2):1–21MathSciNetMATH
Grimmet GR, Stirzaker DR (2001) Probability and random processes, 3rd edn. Oxford University Press, Oxford
Press WH, Flannery BP, Teukolsky SA, Vetterling WT (1993) Numerical recipes in C: the art of scientific computing, 2nd edn. Cambridge University Press, New York. www.​nr.​com
Simmons GF (1996) Calculus with analytic geometry, 2nd edn. McGraw Hill, New York
Metadata
Title
DOE and Regression Theory
Author
Theodore T. Allen
Copyright Year
2019
Publisher
Springer London
Book
Introduction to Engineering Statistics and Lean Six Sigma

Print ISBN: 978-1-4471-7419-6

Electronic ISBN: 978-1-4471-7420-2

Copyright Year: 2019

DOI
https://doi.org/10.1007/978-1-4471-7420-2_18

Premium Partner

    Image Credits