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PERFORMANCE ANALYSIS OF VARIABLE SAMPLE SIZE CONTROL CHART WITH MEASUREMENT ERROR.

Authors :
Gunaime, Nevine M.
Source :
Pakistan Journal of Statistics. Jan2025, Vol. 41 Issue 1, p75-90. 16p.
Publication Year :
2025

Abstract

Measurement error frequently distorts outcomes in real-world applications, affecting process results. This paper explores how measurement error affects the detection capabilities of a new adaptive control chart with variable sample size in identifying out-ofcontrol conditions. The analysis is based on a model incorporating linear covariates, focusing specifically on the variable sample size with the EWMA chart's ability to detect shifts in the mean. Our findings demonstrate that measurement error considerably influences the chart's performance concerning mean detection. Additionally, we show that the proposed variable sample size strategy outperforms traditional methods under these conditions. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10129367
Volume :
41
Issue :
1
Database :
Academic Search Index
Journal :
Pakistan Journal of Statistics
Publication Type :
Academic Journal
Accession number :
181423390