Library Of American University Of Madaba
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Santos-Fernández, Edgar.
Multivariate Statistical Quality Control Using R [electronic resource] / by Edgar Santos-Fernández. - X, 127 p. 55 illus., 28 illus. in color. online resource. - SpringerBriefs in Statistics, 14 2191-544X ; .
An introduction to R -- Basic Statistical and SQC Procedures -- Multivariate Control Charts -- Multivariate Process Capability -- Multivariate tools of support for MSQC -- Appendix -- Index -- Problem -- Solutions.
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.
9781461454533
Statistics.
Mathematical statistics.
Statistics.
Statistics and Computing/Statistics Programs.
Statistics, general.
Discrete Optimization.
QA276-280
519.5
Multivariate Statistical Quality Control Using R [electronic resource] / by Edgar Santos-Fernández. - X, 127 p. 55 illus., 28 illus. in color. online resource. - SpringerBriefs in Statistics, 14 2191-544X ; .
An introduction to R -- Basic Statistical and SQC Procedures -- Multivariate Control Charts -- Multivariate Process Capability -- Multivariate tools of support for MSQC -- Appendix -- Index -- Problem -- Solutions.
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.
9781461454533
Statistics.
Mathematical statistics.
Statistics.
Statistics and Computing/Statistics Programs.
Statistics, general.
Discrete Optimization.
QA276-280
519.5