Multivariate Statistical Quality Control Using R

• Κύριος συγγραφέας: Santos-Fernández, Edgar (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York : Imprint: Springer, 2013.
• Σειρά: SpringerBriefs in Statistics, 14
• Θέματα: Statistics.; Mathematical optimization.; Statistics and Computing/Statistics Programs.; Statistics, general.; Discrete Optimization.
• Φυσική περιγραφή: X, 127 p. 55 illus., 28 illus. in color. online resource.
• ISBN: 9781461454533
• ISSN: 2191-544X ;

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. .