The three statistical control charts using ranked set sampling
This article investigated the performance of the three common statistical control charts, the Shewhart x̅ chart, cumulative sum (CUSUM) chart, and exponentially weighted moving average (EWMA) chart for location using ranked set sampling (RSS) instead of the traditional simple random sampling (SRS)....
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2013
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| Online Access: | http://eprints.utm.my/id/eprint/51372/ http://dx.doi.org/10.1109/ICMSAO.2013.6552684 |
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my.utm.513722017-08-20T04:21:16Z http://eprints.utm.my/id/eprint/51372/ The three statistical control charts using ranked set sampling Abujiya, M. R. Lee, M. H. Q Science This article investigated the performance of the three common statistical control charts, the Shewhart x̅ chart, cumulative sum (CUSUM) chart, and exponentially weighted moving average (EWMA) chart for location using ranked set sampling (RSS) instead of the traditional simple random sampling (SRS). Considering a normal population, a Monte Carlo simulation is carried out for several shift values for each of the control chart. The average run length (ARL) showed that the control charts based on RSS data are superior to their corresponding SRS counterparts with no significant difference between CUSUM and EWMA charts. There is an interesting increase in the sensitivity of RSS based Shewhart x̅ chart relative to other charts. 2013 Conference or Workshop Item PeerReviewed Abujiya, M. R. and Lee, M. H. (2013) The three statistical control charts using ranked set sampling. In: 2013 5th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO 2013. http://dx.doi.org/10.1109/ICMSAO.2013.6552684 |
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Q Science Abujiya, M. R. Lee, M. H. The three statistical control charts using ranked set sampling |
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This article investigated the performance of the three common statistical control charts, the Shewhart x̅ chart, cumulative sum (CUSUM) chart, and exponentially weighted moving average (EWMA) chart for location using ranked set sampling (RSS) instead of the traditional simple random sampling (SRS). Considering a normal population, a Monte Carlo simulation is carried out for several shift values for each of the control chart. The average run length (ARL) showed that the control charts based on RSS data are superior to their corresponding SRS counterparts with no significant difference between CUSUM and EWMA charts. There is an interesting increase in the sensitivity of RSS based Shewhart x̅ chart relative to other charts. |
| format |
Conference or Workshop Item |
| author |
Abujiya, M. R. Lee, M. H. |
| author_facet |
Abujiya, M. R. Lee, M. H. |
| author_sort |
Abujiya, M. R. |
| title |
The three statistical control charts using ranked set sampling |
| title_short |
The three statistical control charts using ranked set sampling |
| title_full |
The three statistical control charts using ranked set sampling |
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The three statistical control charts using ranked set sampling |
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The three statistical control charts using ranked set sampling |
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three statistical control charts using ranked set sampling |
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2013 |
| url |
http://eprints.utm.my/id/eprint/51372/ http://dx.doi.org/10.1109/ICMSAO.2013.6552684 |
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13.187197 |