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Submit your abstract to the call for content for Discovery Summit Americas by April 23. Selected abstracts will be presented at Discovery Summit, Oct. 21- 24.
Discovery is online this week, April 16 and 18. Join us for these exciting interactive sessions.
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How to create DOE Scatter Plot and DOE Mean Plot using Graph Builder

I am reading the DOE guideline from NIST, and wanted to create a DOE Scatter Plot and DOE Mean Plot. Using Graph Builder I am not sure how I can include multiple columns, i.e. X's, on the x-axis? At most, it lets me do 2, but it overlaps the data, so I am wondering if JMP can create graphs like the one below?

 

 

Screenshot 2023-11-06 at 10.31.01.png

^ DOE Scatter Plot

 

Screenshot 2023-11-06 at 10.31.40.png

^ DOE Mean Plot

2 ACCEPTED SOLUTIONS

Accepted Solutions
Victor_G
Super User

Re: How to create DOE Scatter Plot and DOE Mean Plot using Graph Builder

Hi @AsymptoticRules,

 

Both graphs are possible, but require a little preparation beforehand.
Basically you'll need to :

  • Have the levels of your designs shown as coded (-1, 0 and 1),
  • Stack your datatable with the coded factors,
  • Use the stacked Factors column as Group X, Code (-1/0/1) as X, response as Y, and use a boxplot for your DoE ScatterPlot and Line of Fit for your DoE Mean Plot.

 

Here is an example on the Bounce Data dataset from JMP : 

Victor_G_0-1699286528525.png

And for the Mean Plot :

Victor_G_1-1699286772981.png

 

You'll find attached the datatable, containing script for the stacked table on which the graphs are made (and scripts are saved too on this stacked table).
Hope this will help you,

 

 

Victor GUILLER
Scientific Expertise Engineer
L'Oréal - Data & Analytics

View solution in original post

hogi
Level XI

Re: How to create DOE Scatter Plot and DOE Mean Plot using Graph Builder

Just select your 3 factors and drag them onto the X axis.
Without any additional action, you will get a hierarchical structure on the X Axis.
If you press Shift while dragging (second part of the video), Jmp will position the factors next to each other.

View solution in original post

3 REPLIES 3
Victor_G
Super User

Re: How to create DOE Scatter Plot and DOE Mean Plot using Graph Builder

Hi @AsymptoticRules,

 

Both graphs are possible, but require a little preparation beforehand.
Basically you'll need to :

  • Have the levels of your designs shown as coded (-1, 0 and 1),
  • Stack your datatable with the coded factors,
  • Use the stacked Factors column as Group X, Code (-1/0/1) as X, response as Y, and use a boxplot for your DoE ScatterPlot and Line of Fit for your DoE Mean Plot.

 

Here is an example on the Bounce Data dataset from JMP : 

Victor_G_0-1699286528525.png

And for the Mean Plot :

Victor_G_1-1699286772981.png

 

You'll find attached the datatable, containing script for the stacked table on which the graphs are made (and scripts are saved too on this stacked table).
Hope this will help you,

 

 

Victor GUILLER
Scientific Expertise Engineer
L'Oréal - Data & Analytics
hogi
Level XI

Re: How to create DOE Scatter Plot and DOE Mean Plot using Graph Builder

Just select your 3 factors and drag them onto the X axis.
Without any additional action, you will get a hierarchical structure on the X Axis.
If you press Shift while dragging (second part of the video), Jmp will position the factors next to each other.

Re: How to create DOE Scatter Plot and DOE Mean Plot using Graph Builder

Hi @AsymptoticRules,

 

An other solution would be to use the Variability Chart from the Analyze>>Quality and Process menu.

Starting from the Stacked table from the example from Victor, here is the plateform configuration.

 

Capture d’écran 2023-11-09 191419.png

This gives you the following chart, close to yours.

Capture d’écran 2023-11-09 191726.png

In the hotspot of the Variability Gauge Analysis, activate the option "Connect Cell Means" to get the following chart

Capture d’écran 2023-11-09 191956.png

In case you want to separate the charts, you jus need to unselect the options "Show Points" and "Show Range bars"

Capture d’écran 2023-11-09 192143.png

Hope this will help you,