nach oben

Erschienen in:

2015 | OriginalPaper | Buchkapitel

3. The Seven Quality Control Tools in a Nutshell: R and ISO Approaches

verfasst von : Emilio L. Cano, Javier M. Moguerza, Mariano Prieto Corcoba

Erschienen in: Quality Control with R

Verlag: Springer International Publishing

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config

KI-gestützte Suche

Aus

Abstract

The aim of this chapter is to smoothly introduce the reader to Quality Control techniques from the so-called Seven Basic Quality Control tools: Cause-and-effect-diagram, check sheet, control chart, histogram, Pareto chart, scatter diagram, and stratification. These are basic but powerful tools when used wisely.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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!

Jetzt informieren

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!

Jetzt informieren

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!

Jetzt informieren

Vorheriges Kapitel An Introduction to R for Quality Control

Nächstes Kapitel R and the ISO Standards for Quality Control

Also known as Ishikawa diagram or “fishbone” diagram.

Some authors replace “stratification” by “flow chart” or “run chart” in the original list.

The ggplot function requires a data frame object as input data, so the pdensity vector is converted to a data frame in the first argument.

As expected from the simulation!

Define, Measure, Analyze, Improve, and Control.

Descriptions are from the standards summaries at the ISO website http://www.iso.org.

At the time of writing, the development stage is Final Draft International Standard (FDIS), see Chapter 4 to find out more about standards development stages.

Anhoej, J.: Qicharts: quality improvement charts, url http://CRAN.R-project.org/package=qicharts. R package version 0.2.0 (2015)

Cano, E.L., Moguerza, J.M., Redchuk, A.: Six sigma in a nutshell. In: Six Sigma with R, Use R!, vol. 36, pp. 3–13. Springer, New York (2012). doi:10.1007/978-1-4614-3652-2_1. url http://dx.doi.org/10.1007/978-1-4614-3652-2_1

Cano, E.L., Moguerza, J.M., Redchuk, A.: Six sigma with R. Statistical Engineering for Process Improvement, Use R!, vol. 36. Springer, New York (2012). url http://www.springer.com/statistics/book/978-1-4614-3651-5

Dahl, D.B.: Xtable: export tables to LaTeX or HTML, url http://CRAN.R-project.org/package=xtable. R package version 1.7-4 (2014)

Ishikawa, K.: What is total quality control? The Japanese way. Prentice Hall Business Classics. Prentice-Hall, Englewood Cliffs (1985)

Ishikawa, K.: Guide to Quality Control. Asian Productivity Organisation, Tokyo (1991)

ISO: ISO/IEC 31010:2009, Risk management – Risk assessment techniques. International standard (2010)

ISO: ISO/IEC 19795-1:2006, Information technology – Biometric performance testing and reporting – Part 1: Principles and framework. International standard (2016)

ISO TC69/SC1–Terminology and Symbols: ISO 3534-1:2006 - Statistics – Vocabulary and symbols – Part 1: General statistical terms and terms used in probability. Published standard (2010). url http://www.iso.org/iso/catalogue_detail.htm?csnumber=40145

10.

ISO TC69/SC1–Terminology and Symbols: ISO 3534-4:2014 - Statistics – Vocabulary and symbols – Part 4: Survey sampling. Published standard (2014). url http://www.iso.org/iso/catalogue_detail.htm?csnumber=56154

11.

ISO TC69/SC4–Applications of statistical methods in process management: ISO 11462-1:2010 - Guidelines for implementation of statistical process control (SPC) – Part 2: Catalogue of tools and techniques. Published standard (2010). url http://www.iso.org/iso/home/store/catalogue_tc/catalogue_detail.htm?csnumber=42719

12.

ISO TC69/SC4–Applications of statistical methods in process management: ISO 7870-4:2011 - Control charts – Part 4: Cumulative sum charts. Published standard (2011). url http://www.iso.org/iso/catalogue_detail.htm?csnumber=40176

13.

ISO TC69/SC4–Applications of statistical methods in process management: ISO 7870-3:2012 - Control charts – Part 3: Acceptance control charts. Published standard (2012). url http://www.iso.org/iso/catalogue_detail.htm?csnumber=40175

14.

ISO TC69/SC4–Applications of statistical methods in process management: ISO 7870-2:2013 - Control charts – Part 2: Shewhart control charts. Published standard (2013). url http://www.iso.org/iso/catalogue_detail.htm?csnumber=40174

15.

ISO TC69/SC4–Applications of statistical methods in process management: ISO 7870-1:2014 - Control charts – Part 1: General guidelines. Published standard (2014). url http://www.iso.org/iso/catalogue_detail.htm?csnumber=62649

16.

ISO TC69/SC4–Applications of statistical methods in process management: ISO 7870-5:2014 - Control charts – Part 5: Specialized control charts. Published standard (2014). url http://www.iso.org/iso/catalogue_detail.htm?csnumber=40177

17.

ISO TC69/SC7–Applications of statistical and related techniques for the implementation of Six Sigma: ISO 13053-1:2011 - Quantitative methods in process improvement – Six Sigma – Part 1: DMAIC methodology. Published standard (2011). url http://www.iso.org/iso/catalogue_detail.htm?csnumber=52901

18.

ISO TC69/SC7–Applications of statistical and related techniques for the implementation of Six Sigma: ISO 13053-2:2011 - Quantitative methods in process improvement – Six Sigma – Part 2: Tools and techniques. Published standard (2011). url http://www.iso.org/iso/catalogue_detail.htm?csnumber=52902

19.

Kume, H.: Statistical Methods for Quality Improvement. The Association for Overseas Technical Scholarships, Tokyo (1985)

20.

PMI: A guide to the projet management body of knowledge. Project Management Institute (PMI), Newton Square (2013)

21.

Roth, T.: Qualitytools: Statistics in Quality Science, url http://www.r-qualitytools.org. R package version 1.54 (2012)

22.

Sarkar, D.: Lattice: Multivariate Data Visualization with R. Springer, New York (2008). url http://lmdvr.r-forge.r-project.org. ISBN 978-0-387-75968-5

23.

Scrucca, L.: Qcc: an R package for quality control charting and statistical process control. R News 4/1, 11–17 (2004). url http://CRAN.R-project.org/doc/Rnews/

24.

Wickham, H.: Ggplot2: Elegant Graphics for Data Analysis. Use R!. Springer, New York (2009)

Titel: The Seven Quality Control Tools in a Nutshell: R and ISO Approaches
verfasst von: Emilio L. Cano
Javier M. Moguerza
Mariano Prieto Corcoba
Verlag: Springer International Publishing
Buch: Quality Control with R
Print ISBN: 978-3-319-24044-2

Electronic ISBN: 978-3-319-24046-6

Copyright-Jahr: 2015
DOI: https://doi.org/10.1007/978-3-319-24046-6_3

Springer Professional

Abstract

Bitte loggen Sie sich ein, um Zugang zu Ihrer Lizenz zu erhalten.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Springer Professional "Wirtschaft"