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2015 | OriginalPaper | Chapter

6. Data Sampling for Quality Control with R

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

Published in: Quality Control with R

Publisher: Springer International Publishing

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Abstract

Statistical Quality Control tries to predict the behavior of a given process through the collection of a subset of data coming from the performance of the process. This chapter showcases the importance of sampling and describes the most important techniques used to draw representative samples. An example using R on how to plot Operating Characteristic (OC) curves and its application to determine the sample size of groups within a sampling process is shown. Finally, the ISO Standards related to sampling are summarized.

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previous chapter Modelling Quality with R

next chapter Acceptance Sampling with R

See the concept of sampling distribution in Chapter 5.

Cochran, W.: Sampling Techniques. Wiley Series in Probability and Mathematical Statistics: Applied Probability and Statistics. Wiley, New York (1977)

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). http://www.iso.org/iso/catalogue_detail.htm?csnumber=40145

ISO TC69/SC1–Terminology and Symbols: ISO 3534-2:2006 - Statistics – Vocabulary and symbols – Part 2: Applied statistics. Published standard (2014). http://www.iso.org/iso/catalogue_detail.htm?csnumber=40147

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

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). http://www.iso.org/iso/home/store/catalogue_tc/catalogue_detail.htm?csnumber=42719

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

ISO TC69/SC5–Acceptance sampling: ISO 24153:2009 - Random sampling and randomization procedures. Published standard (2015). http://www.iso.org/iso/catalogue_detail.htm?csnumber=42039

ISO TC69/SCS–Secretariat: ISO 28640:2010 - Random variate generation methods. Published standard (2015). http://www.iso.org/iso/catalogue_detail.htm?csnumber=42333

Lohr, S.: Sampling: Design and Analysis. Advanced (Cengage Learning). Cengage Learning, Boston (2009)

10.

Montgomery, D.: Statistical Quality Control, 7th edn. Wiley Global Education, Hoboken (2012)

Title: Data Sampling for Quality Control with R
Authors: Emilio L. Cano
Javier M. Moguerza
Mariano Prieto Corcoba
Publisher: Springer International Publishing
Book: Quality Control with R
Print ISBN: 978-3-319-24044-2

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

Copyright Year: 2015
DOI: https://doi.org/10.1007/978-3-319-24046-6_6

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