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CUSUM vs EWMA for subgroup aggregate analysis

Hello, I would love help with this question. We created a process across 9 different divisions. All the Divisions entered the project at different times over 2 years. We have individual division control charts, but could a CUSUM or EWMA chart be used to display aggregate, discrete data across the whole system for subgroups that enter at different times? Thanks in advance for any help!
1 ACCEPTED SOLUTION

Accepted Solutions
Byron_JMP
Staff

Re: CUSUM vs EWMA for subgroup aggregate analysis

Screenshot 2025-08-13 at 9.03.55 AM.png

It sounds like you want to plot the cumulative sum of X over time? Kind of like a forecast.

right click on your metric column, choose New Formula Column>Row>Cumulative Sum.  This puts the cumulative sum formula in a new column

 

JMP Systems Engineer, Health and Life Sciences (Pharma)

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5 REPLIES 5
Byron_JMP
Staff

Re: CUSUM vs EWMA for subgroup aggregate analysis

What is it that you're trying to discover with CUSUM or EWMA? 

Is you data aggregate or discrete? (X-bar or IR charts)

 

JMP Systems Engineer, Health and Life Sciences (Pharma)

Re: CUSUM vs EWMA for subgroup aggregate analysis

It is the aggregate of total numbers of numerators and denominators across all subgroups as they sequentially start the project.

This is simply for presentation purposes and not specifically for analysis which would reside at the individual division control chart level.

Thanks!
Byron_JMP
Staff

Re: CUSUM vs EWMA for subgroup aggregate analysis

What is it that you're trying to discover/visualize  with CUSUM or EWMA?

JMP Systems Engineer, Health and Life Sciences (Pharma)

Re: CUSUM vs EWMA for subgroup aggregate analysis

The cumulative performance of all divisions as the process ‘spreads across the system’ acknowledging that as each division is added, they have the same change package as previous divisions but are distinct on their adaption and time to reach goal. We would be utilizing this just for higher level presentations to show staff how their cumulative work is so impressive, not analysis of the process itself which would reside with the individual divisions.
Byron_JMP
Staff

Re: CUSUM vs EWMA for subgroup aggregate analysis

Screenshot 2025-08-13 at 9.03.55 AM.png

It sounds like you want to plot the cumulative sum of X over time? Kind of like a forecast.

right click on your metric column, choose New Formula Column>Row>Cumulative Sum.  This puts the cumulative sum formula in a new column

 

JMP Systems Engineer, Health and Life Sciences (Pharma)

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