×

zbMATH — the first resource for mathematics

Multivariate statistical quality control using R. (English) Zbl 1256.62078
SpringerBriefs in Statistics. New York, NY: Springer (ISBN 978-1-4614-5452-6/pbk; 978-1-4614-5453-3/ebook). x, 127 p. (2012).
Publisher’s description: The intensive use of automatic data acquisition systems and the use of cloud computing for process monitoring have led to an increased occurrence of industrial processes that utilize statistical process control and capability analysis. These analyses are performed almost exclusively with multivariate methodologies. The aim of this Brief is to present the most important MSQC techniques developed in R language.
The book is divided into two parts. The first part contains the basic R elements, an introduction to statistical procedures, and the main aspects related to Statistical Quality Control (SQC). The second part covers the construction of multivariate control charts: the calculation of multivariate capability indices.

MSC:
62P30 Applications of statistics in engineering and industry; control charts
62-04 Software, source code, etc. for problems pertaining to statistics
62-01 Introductory exposition (textbooks, tutorial papers, etc.) pertaining to statistics
Software:
AS 181; MPCI; R
PDF BibTeX XML Cite
Full Text: DOI