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MPCI: An r package for computing multivariate Process Capability Indices
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نویسنده
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santos-fernández e. ,scagliarini m.
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منبع
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journal of statistical software - 2012 - دوره : 47 - شماره : 0
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چکیده
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Manufacturing processes are often based on more than one quality characteristic. when these variables are correlated the process capability analysis should be performed using multivariate statistical methodologies. although there is a growing interest in methods for evaluating the capability of multivariate processes,little attention has been given to developing user friendly software for supporting multivariate capability analysis. in this work we introduce the package mpci for r,which allows to compute multivariate process capability indices. mpci aims to provide a useful tool for dealing with multivariate capability assessment problems. we illustrate the use of mpci package through both simulated and real examples.
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کلیدواژه
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Multivariate normal distribution; Multivariate process capability indices; Principal component analysis; Statistical quality control
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آدرس
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universidad central marta abreu de las villas,d st. 17. santa catalina. santa clara,villa clara 50300, Italy, dipartimento di scienze statistiche,universitá di bologna,via belle arti 41,40126 bologna, Italy
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Authors
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