Premium
On Dual Use of Auxiliary Information for Efficient Monitoring
Author(s) -
Abbasi Saddam Akber,
Riaz Muhammad
Publication year - 2016
Publication title -
quality and reliability engineering international
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.913
H-Index - 62
eISSN - 1099-1638
pISSN - 0748-8017
DOI - 10.1002/qre.1785
Subject(s) - rss , ranking (information retrieval) , control chart , estimator , data mining , computer science , dual (grammatical number) , statistical process control , set (abstract data type) , measure (data warehouse) , statistics , process (computing) , artificial intelligence , mathematics , art , literature , programming language , operating system
In this study, a new idea has been proposed in statistical process control by making dual use of auxiliary information, that is, for ranking as well as at the estimation stage. The control charts are proposed based on regression estimator in three basic ranked set schemes, that is, ranked‐set sampling (RSS), median RSS, and extreme RSS. The power of detection is used as a performance measure for evaluation and comparison of control charts. Comparisons revealed that the newly proposed charts (making dual use of auxiliary information) performed significantly better compared with the existing location charts. An illustrative example is also provided for the application of the proposed charts. Copyright © 2015 John Wiley & Sons, Ltd.