The use of principal components and univariate charts to control multivariate processes

In this article, we evaluate the performance of the T² chart based on the principal components (PC X chart) and the simultaneous univariate control charts based on the original variables (SU charts) or based on the principal components (SUPC charts). The main reason to consider the PC chart lies on...

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Bibliographic Details
Main Authors: Marcela A. G. Machado, Antonio F. B. Costa
Format: Article
Language:English
Published: Sociedade Brasileira de Pesquisa Operacional 2008-04-01
Series:Pesquisa Operacional
Subjects:
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0101-74382008000100010