A re-evaluation of repetitive sampling techniques in statistical process monitoring
NA Saleh, MA Mahmoud… - Quality Technology & …, 2024 - Taylor & Francis
Quality Technology & Quantitative Management, 2024•Taylor & Francis
In this article, we review the literature on the use of the repetitive sampling technique with
quality control charts. We raise some important concerns and questions regarding its
application and underlying assumptions. We show that a fixed sample size method that
requires on average the same amount of sampling can be designed to have as good or
better statistical properties when monitoring with data that are normally distributed.
Repetitive sampling methods can be useful, however, when monitoring with count data.
quality control charts. We raise some important concerns and questions regarding its
application and underlying assumptions. We show that a fixed sample size method that
requires on average the same amount of sampling can be designed to have as good or
better statistical properties when monitoring with data that are normally distributed.
Repetitive sampling methods can be useful, however, when monitoring with count data.
Abstract
In this article, we review the literature on the use of the repetitive sampling technique with quality control charts. We raise some important concerns and questions regarding its application and underlying assumptions. We show that a fixed sample size method that requires on average the same amount of sampling can be designed to have as good or better statistical properties when monitoring with data that are normally distributed. Repetitive sampling methods can be useful, however, when monitoring with count data.
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