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Data Analysis and Control Limit Assessment: Case Study Overview

This case study showcases the application of data tracking and analysis tools to a particular dataset. By calculating the average value of 1.47 and standard deviation of 0.19, we established upper and lower control limits of 2.06 and 0.31, respectively. The analysis revealed that one data point exceeded the control limits, necessitating special attention, while the remaining data displayed stable behavior. This example demonstrates the importance of exploiting data tracking tools for effective data analysis and quality control.

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Data Analysis and Control Limit Assessment: Case Study Overview

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  1. Data Portrayal Team: The Authors Case One Example

  2. Purpose • To exploit the data tracking tools • To apply the basic data analysis tools Case One Example

  3. Data Analysis • Set average value = 1.47 • Set standard deviation = 0.19 • Upper system limit = 2.06 • Lower system limit = 0.31 Case One Example

  4. Tracking Diagram Case One Example

  5. Histogram of the Data Set Case One Example

  6. Analysis • One data point exceeds the process control limit, which is to be expected only a few times in a thousand. • This point requires special attention • The rest of the data seem to be well behaved. Case One Example

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