Generalized Performance Measures of X- Control Charts Based on Different Sampling Schemes

Author:

Mehmood Rashid12ORCID,Lee Muhammed Hisyam1ORCID,Riaz Muhammad3ORCID,Ali Iftikhar2

Affiliation:

1. Department of Mathematical Sciences, Universiti Teknologi Malaysia, Malaysia

2. Department of Mathematics, University of Hafr Al Batin, Hafr Al Batin, Saudi Arabia

3. Department of Mathematics and Statistics, King Fahd University of Petroleum and Minerals, Dhahran 31261, Saudi Arabia

Abstract

Different versions of X- control chart structure are available under various ranked set strategies. In these control charts, computation of performance measures was carried out through Monte Carlo simulation method (MCSM). In this article, we have defined a generalized structure of X- control charts under variant sampling strategies followed by derivation of their different performance measures. For the derivation of different performance measures, we have proposed pivotal quantity. For comparative analysis, we have presented results of generalized performance measures by involving numerical method (NM) as computation. We found that values of generalized performance measures based on NM are almost similar to values of performance measures based on MCSM. Also, NM is time efficient and can be considered as an alternative of MCSM.

Publisher

Hindawi Limited

Subject

Statistics and Probability

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