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

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

AsymptoticRules — Mon, 06 Nov 2023 15:36:15 GMT

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?

^ DOE Scatter Plot

^ DOE Mean Plot

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

Victor_G — Mon, 06 Nov 2023 16:07:49 GMT

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 :

And for the Mean Plot :

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,

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

hogi — Mon, 06 Nov 2023 16:13:15 GMT

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 in My Videos)

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

Steph_Georges — Thu, 09 Nov 2023 18:23:33 GMT

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.

This gives you the following chart, close to yours.

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

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

Hope this will help you,