nach oben

Erschienen in:

2015 | OriginalPaper | Buchkapitel

2. An Introduction to R for Quality Control

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

This chapter introduces R as statistical software and programming language for quality control. The chapter is organized as a kind of tutorial with lots of examples ready to be run by the reader. Moreover, the code is available at the book’s companion website. Even though the RStudio interface is also introduced in the chapter, any other user interface can be used, including the R default GUI and code editor.

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 Intuitive Introduction to Quality Control with R

Nächstes Kapitel The Seven Quality Control Tools in a Nutshell: R and ISO Approaches

http://www.r-project.org.

http://www.rstudio.com.

Please note that sometimes what you paste could not be exactly what you see in the book and some modifications could be needed.

http://www.qualitycontrolwithr.com.

http://www.rstudio.com.

http://www.ess.r-project.org.

http://www.walware.de/goto/statet.

Escaping means to provide a character string with special characters. For example, ∖n is for the special character new line.

http://www.java.com.

The version used while writing this book was 0.99.xxx.

It can be changed through the Tools > Global options menu.

This means that only the first letters of the argument name can be provided. We do not recommend that, though.

This function returns the structure of any R object.

Pressing the F1 key when the cursor is in a function name also works.

In this case not all the code is shown because seq is a built-in, compiled function.

The scan function also accepts arguments to scan data from files and text, check the function documentation.

Note that the output might have more elements if further objects were created beforehand.

The sum function will be explained later.

We use the paste function to get a sequence of character strings, see Appendix C to see more functions to work with strings.

We first fix the seed in order to make the example reproducible.

We use a different URL within the download.file function as it fails in redirecting URLs.

There are more packages able to deal with Excel files, check http://www.thertrader.com/2014/02/11/a-million-ways-to-connect-r-and-excel/.

http://www.iso.org/iso/home/store/catalogue_tc/catalogue_tc_browse.htm?commid=45342.

http://www.jtc1bigdatasg.nist.gov.

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

Annau, M.: h5: interface to the ‘HDF5’ library. http://www.CRAN.R-project.org/package=h5 (2015). R package version 0.9

Barbosa, E.P., Barros, F.M.M., de Jesus Goncalves, E., Recchia, D.R.: IQCC: improved quality control charts. http://www.CRAN.R-project.org/package=IQCC (2014). R package version 0.6

Block, U.: Using an algorithm by Hatto von Hatzfeld: ISOweek: week of the year and weekday according to ISO 8601. http://www.CRAN.R-project.org/package=ISOweek (2011). R package version 0.6-2

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

Chambers, J.M.: Software for data analysis. In: Programming with R. Statistics and Computing. Springer, Berlin (2008)CrossRefMATH

Chheng, T.: RMongo: MongoDB client for R. http://www.CRAN.R-project.org/package=RMongo (2013). R package version 0.0.25

Ciupke, K.: Multivariate process capability vector based on one-sided model. Qual. Reliab. Eng. Int. (2014). doi:10.1002/qre.1590. R package version 1.1

Conway, J., Eddelbuettel, D., Nishiyama, T., Prayaga, S.K., Tiffin, N.: RPostgreSQL: R interface to the PostgreSQL database system. http://www.CRAN.R-project.org/package=RPostgreSQL (2013). R package version 0.4

10.

Dodge, H., Romig, H.: Sampling Inspection Tables, Single and Double Sampling. Wiley, New York (1959)MATH

11.

Fellows, I.: Deducer: a data analysis gui for R. J. Stat. Softw. 49(8), 1–15 (2012). http://www.jstatsoft.org/v49/i08/

12.

Flores, M., Naya, S., Fernandez, R.: qcr: quality control and reliability. http://www.CRAN.R-project.org/package=qcr (2014). R package version 0.1-18

13.

Fox, J.: The R commander: a basic statistics graphical user interface to R. J. Stat. Softw. 14(9), 1–42 (2005). http://www.jstatsoft.org/v14/i09

14.

Free Software Foundation, Inc.: Free Software Foundation website. http://www.gnu.org (2014) [Retrieved 2014-07-10]

15.

Godfrey, A.J.R., Govindaraju, K.: Dodge: functions for acceptance sampling ideas originated by H.F. Dodge. http://www.CRAN.R-project.org/package=Dodge (2013). R package version 0.8

16.

ISO/IEC JTC 1 – Information Technology: ISO/IEC 12207:2008, Systems and Software Engineering – Software Life Cycle Processes. ISO – International Organization for Standardization (2008). http://www.iso.org/iso/catalogue_detail?csnumber=43447

17.

ISO TC154 – Processes, Data Elements and Documents in Commerce, Industry and Administration: ISO 8601 Data Elements and Interchange Formats – Information Interchange – Representation of Dates and Times. ISO – International Organization for Standardization (2004)

18.

ISO TC69/SCS–Secretariat: ISO 16269-4:2010 – Statistical Interpretation of Data – Part 4: Detection and Treatment of Outliers. Published Standard. http://www.iso.org/iso/catalogue_detail.htm?csnumber=44396 (2010)

19.

ISO TC69/SCS–Secretariat: ISO 28640:2010 – Random Variate Generation Methods. Published Standard. http://www.iso.org/iso/catalogue_detail.htm?csnumber=42333 (2015)

20.

Kiermeier, A.: Visualizing and assessing acceptance sampling plans: the R package AcceptanceSampling. J. Stat. Softw. 26(6) (2008). http://www.jstatsoft.org/v26/i06/

21.

Lang, D.T., The CRAN Team: XML: tools for parsing and generating XML within R and S-plus. http://www.CRAN.R-project.org/package=XML (2015). R package version 3.98-1.3

22.

Mirai Solutions GmbH: XLConnect: excel connector for R. http://www.CRAN.R-project.org/package=XLConnect (2015). R package version 0.2-11

23.

Mukhin, D., James, D.A., Luciani, J.: ROracle: OCI based oracle database interface for R. http://www.CRAN.R-project.org/package=ROracle (2014). R package version 1.1.12

24.

Murrell, P.: R Graphics, 2nd edn. Chapman & HallCRC, Boca Raton (2011)MATH

25.

Ooms, J., James, D., DebRoy, S., Wickham, H., Horner, J.: RMySQL: database interface and MySQL driver for R. http://www.CRAN.R-project.org/package=RMySQL (2015). R package version 0.10.1

26.

R Core Team: Foreign: read data stored by minitab, S, SAS, SPSS, Stata, Systat, Weka, dBase, …. http://www.CRAN.R-project.org/package=foreign (2015). R package version 0.8-64

27.

R Core Team: R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna (2015). http://www.R-project.org/

28.

Ripley, B., Lapsley, M.: RODBC: ODBC database access. http://www.CRAN.R-project.org/package=RODBC (2015). R package version 1.3-12

29.

Roth, T.: qualityTools: statistics in quality science. http://www.r-qualitytools.org (2012). R package version 1.54 http://www.r-qualitytools.org

30.

RStudio Team: RStudio: Integrated Development Environment for R. RStudio Inc., Boston, MA (2012). http://www.rstudio.com/

31.

Santos-Fernández, E.: Multivariate Statistical Quality Control Using R, vol. 14. Springer, Berlin (2013). http://www.springer.com/statistics/computational+statistics/book/978-1-4614-5452-6

32.

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

33.

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

34.

Shewhart, W.: Economic Control of Quality in Manufactured Products. Van Nostrom, New York (1931)

35.

Urbanek, S.: RJDBC: provides access to databases through the JDBC interface. http://www.CRAN.R-project.org/package=RJDBC (2014). R package version 0.2-5

36.

Wickham, H.: ggplot2: elegant graphics for data analysis. In: Use R! Springer, Berlin (2009)

37.

Wickham, H., James, D.A., Falcon, S.: RSQLite: SQLite interface for R. http://www.CRAN.R-project.org/package=RSQLite (2014). R package version 1.0.0

38.

Xie, Y.: Dynamic Documents with R and Knitr. Chapman and Hall/CRC, Boca Raton, FL (2013). http://www.yihui.name/knitr/. ISBN 978-1482203530

39.

Xie, Y.: knitr: a comprehensive tool for reproducible research in R. In: Stodden, V., Leisch, F., Peng, R.D. (eds.) Implementing Reproducible Computational Research. Chapman and Hall/CRC, Boca Raton (2014). http://www.crcpress.com/product/isbn/9781466561595. ISBN 978-1466561595

40.

Xie, Y.: knitr: a general-purpose package for dynamic report generation in R. http://www.yihui.name/knitr/ (2015). R package version 1.10.5

41.

Young, D.S.: tolerance: an R package for estimating tolerance intervals. J. Stat. Softw. 36(5), 1–39 (2010). http://www.jstatsoft.org/v36/i05/

Titel: An Introduction to R for Quality Control
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_2

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"