Title
New Adaptive Cusum Charts For Process Mean
Abstract
In this article, we develop an unbiased estimator of the mean shift, and then use it to enhance the sensitivity of the existing adaptive CUSUM (ACUSUM) chart. Moreover, a new ACUSUM chart is proposed using the structure of the Crosier CUSUM chart and the new mean shift estimator. A comprehensive zero-state run length comparison is conducted between the proposed and existing ACUSUM charts in terms of the average run length measures, which shows that the former uniformly outperform the latter. A real dataset is also used to explain the implementation of existing and proposed ACUSUM charts.
Year
DOI
Venue
2020
10.1080/03610918.2018.1530786
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION
Keywords
DocType
Volume
Adaptive CUSUM, Average run length, Control chart, Extra quadratic loss, Integral relative average run length, Monte Carlo simulation, Process mean, Statistical process control
Journal
49
Issue
ISSN
Citations 
11
0361-0918
0
PageRank 
References 
Authors
0.34
1
2
Name
Order
Citations
PageRank
Saba Abbasi100.34
Abdul Haq26318.42