TITLE:
On the Charting Procedures: MEWMA Chart and DD-Diagram
AUTHORS:
Mekki Hajlaoui
KEYWORDS:
Multivariate Data, Quality Control, Mahalanobis Distance, MEWMA Chart, Data Depth, DD-Diagram
JOURNAL NAME:
Open Journal of Statistics,
Vol.5 No.5,
August
5,
2015
ABSTRACT: In light of rapid development of customer requirements, control procedures of quality concept use multivariate analysis. This is because of recent advances in information technology and in recording. The charting procedures are based on Mahalanobis distance but their performance needs normality and a type-I error rate choice. The DD-diagram is an alternative scheme that uses data depth to avoid these conditions rarely met in practice. For a given error-free sample, the performance of DD-diagram and that of multivariate EWMA control procedures are compared through a real example on individual observations taken from a multivariate quality process.