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Multivariate Statistical Quality Control Using R

Edgar Santos-Fernández
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      ​​​​​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. 
      Format: Paperback / softback CONTRIBUTORS: Edgar Santos-Fernández EAN: 9781461454526 COUNTRY: United States PAGES: WEIGHT: 2234 g HEIGHT: 235 cm
      PUBLISHED BY: Springer-Verlag New York Inc. DATE PUBLISHED: 2012-09-22 CITY: GENRE: COMPUTERS / Mathematical & Statistical Software, MATHEMATICS / Applied, MATHEMATICS / Probability & Statistics / General WIDTH: 155 cm SPINE:

      Book Themes:

      Probability and statistics, Optimization, Mathematical and statistical software

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      ​​​​​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. 
      Format: Paperback / softback CONTRIBUTORS: Edgar Santos-Fernández EAN: 9781461454526 COUNTRY: United States PAGES: WEIGHT: 2234 g HEIGHT: 235 cm
      PUBLISHED BY: Springer-Verlag New York Inc. DATE PUBLISHED: 2012-09-22 CITY: GENRE: COMPUTERS / Mathematical & Statistical Software, MATHEMATICS / Applied, MATHEMATICS / Probability & Statistics / General WIDTH: 155 cm SPINE:

      Book Themes:

      Probability and statistics, Optimization, Mathematical and statistical software

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      Be the first to write a review
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