SpringerBriefs in Statistics

Multivariate Statistical Quality Control Using R

Authors: Santos-Fernández, Edgar

  • ​​Introduces R as a viable statistical quality control methodology
  • Covers construction of multivariate control charts and indices​
  • Presents the most important MSQC techniques developed in R language
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eBook $29.99
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  • ISBN 978-1-4614-5453-3
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  • ISBN 978-1-4614-5452-6
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About this book

​​​​​The intensive use of automatic data acquisition system 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. 

Reviews

The author does a nice job explaining a variety of concepts and clearly demonstrates their use with examples supported by R code and graphics...In summary, I believe that this is a good R text on MSQC methods and how to implement them in R. I would recommend this text to quality, industrial, and process engineers.
Technometrics 65:1 2014


Table of contents (5 chapters)

  • A Small Introduction

    Santos-Fernández, Edgar

    Pages 1-15

  • Multivariate Control Charts

    Santos-Fernández, Edgar

    Pages 17-61

  • Multivariate Process Capability Indices (MPCI)

    Santos-Fernández, Edgar

    Pages 63-85

  • Tools of Support to MSQC

    Santos-Fernández, Edgar

    Pages 87-106

  • Study Cases

    Santos-Fernández, Edgar

    Pages 107-119

Buy this book

eBook $29.99
price for USA (gross)
  • ISBN 978-1-4614-5453-3
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $39.95
price for USA
  • ISBN 978-1-4614-5452-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Multivariate Statistical Quality Control Using R
Authors
Series Title
SpringerBriefs in Statistics
Series Volume
14
Copyright
2013
Publisher
Springer-Verlag New York
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-1-4614-5453-3
DOI
10.1007/978-1-4614-5453-3
Softcover ISBN
978-1-4614-5452-6
Series ISSN
2191-544X
Edition Number
1
Number of Pages
X, 127
Number of Illustrations and Tables
27 b/w illustrations, 28 illustrations in colour
Topics