TY - BOOK ID - 14308659 TI - Multivariate statistical quality control using R PY - 2012 SN - 2191544X SN - 1461454522 1461454530 128364035X PB - New York : Springer, DB - UniCat KW - Multivariate analysis. KW - Quality control -- Statistical methods. KW - Mathematics KW - Physical Sciences & Mathematics KW - Mathematical Statistics KW - Quality control KW - R (Computer program language) KW - Statistical methods. KW - Statistics. KW - Mathematical optimization. KW - Statistics and Computing/Statistics Programs. KW - Statistics, general. KW - Discrete Optimization. KW - GNU-S (Computer program language) KW - Domain-specific programming languages KW - Multivariate distributions KW - Multivariate statistical analysis KW - Statistical analysis, Multivariate KW - Analysis of variance KW - Mathematical statistics KW - Matrices KW - Mathematical statistics. KW - Statistical inference KW - Statistics, Mathematical KW - Statistics KW - Probabilities KW - Sampling (Statistics) KW - Statistical analysis KW - Statistical data KW - Statistical methods KW - Statistical science KW - Econometrics KW - Statistics . KW - Optimization (Mathematics) KW - Optimization techniques KW - Optimization theory KW - Systems optimization KW - Mathematical analysis KW - Maxima and minima KW - Operations research KW - Simulation methods KW - System analysis KW - R (Computer program language). UR - https://www.unicat.be/uniCat?func=search&query=sysid:14308659 AB - 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. . ER -