Multivariate Quality Control


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Multivariate Quality Control


Multivariate Quality Control

Author: Camil Fuchs

language: en

Publisher: CRC Press

Release Date: 1998-04-22


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Provides a theoretical foundation as well as practical tools for the analysis of multivariate data, using case studies and MINITAB computer macros to illustrate basic and advanced quality control methods. This work offers an approach to quality control that relies on statistical tolerance regions, and discusses computer graphic analysis highlighting multivariate profile charts.

Multivariate Statistical Quality Control Using R


Multivariate Statistical Quality Control Using R

Author: Edgar Santos-Fernández

language: en

Publisher: Springer Science & Business Media

Release Date: 2012-09-22


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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.

Multivariate Statistical Process Control with Industrial Applications


Multivariate Statistical Process Control with Industrial Applications

Author: Robert L. Mason

language: en

Publisher: SIAM

Release Date: 2002-01-01


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Detailed coverage of the practical aspects of multivariate statistical process control (MVSPC) based on the application of Hotelling's T2 statistic. MVSPC is the application of multivariate statistical techniques to improve the quality and productivity of an industrial process. Provides valuable insight into the T2 statistic.