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This study proposes change-point control charts for monitoring Time Between Events and Amplitude (TBEA) data. Using both a real-world case study and a simulation experiment, we evaluate the in-control statistical properties of two change-point control charts. We then compare the results obtained from these charts with those of a control chart specifically designed for monitoring TBEA data. The findings suggest that change-point control charts can be effectively used within the TBEA framework, providing valuable insights into the monitored process.

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A Change Point Model Approach for Monitoring Time between Events and Amplitude Data

  • 会议论文

  • 发表日期：

    2025年

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  • Michele Scagliarini

摘要

This study proposes change-point control charts for monitoring Time Between Events and Amplitude (TBEA) data. Using both a real-world case study and a simulation experiment, we evaluate the in-control statistical properties of two change-point control charts. We then compare the results obtained from these charts with those of a control chart specifically designed for monitoring TBEA data. The findings suggest that change-point control charts can be effectively used within the TBEA framework, providing valuable insights into the monitored process.