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Response surface mesh and 3D contour plot

Created:
May 7, 2018 8:47 AM
| Last Modified: May 7, 2018 11:17 AM
(5861 views)

Hello,

does anybody know, if it is possible to create a Response surface mesh and 3D contoour plot in JMP. If it is, how can I do that? I added two pictures, to better ilustrate what I have in mind.

Response surface mesh

3D contour plot

Is there any better way to present** **a response which is dependent on three factors **in one plot**? I first presented the relation with 9 surface plots (3 for every combination of 2 factors, the third factor has always a different value (-1,0,1)), which is a very clear presentation in my opinion but it takes a lot of space and can hide the general picture because it is too segmented. I was also thinking about cube plot, but it hides a lot of information, especially, because I have one quadratic effect...

Thank you in advance,

Danijel

6 REPLIES 6

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Re: Response surface mesh and 3D contour plot

Created:
May 7, 2018 9:54 AM
| Last Modified: May 7, 2018 9:55 AM
(5845 views)
| Posted in reply to message from Danijel_V 05-07-2018

You will find a lot of information about the JMP versions by selecting **Help** > **Books** > **Profilers**.

I should add that these profilers are available in most fitting platforms and separately as their own stand alone platform. In the latter case, they use a column formula. You can save fitted models as a column formula.

Learn it once, use it forever!

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Oh, when I have a function that has many factors, I like parallel plots. Some say it is an "acquired taste." For your example, I think the multi-view (as I explained above) would be more informative for most.

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Re: Response surface mesh and 3D contour plot

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Re: Response surface mesh and 3D contour plot

I have attached an example script of the JMP 3D profiler with Mesh.

JMP has a 3D scatterplot and a Surface Profiler.

It is not too difficult with a little scripting to create a 9 plot view, or use Graph Builder: use 2 factors one for X and one for Y, making sure the one with the quadratic effect is included, then create if the other 2 factors can have discrete values like -1, 0 and 1, use one factor for X grouping and another for Y grouping then color by the modeled strength. Then instead of points use a contour.

Another possibility is to create "pictures" of the 3D plots the multiple levels of the remaining factors. and store then in a table. JMP 14 allows pictures to be used as the graphic icons, so you could create a grid of 3D views.

If your model has a secondary relationship, where the model can be reparameterized (for example maybe a combination of sealing and cooling temperature), you might be able to use it to reduce the dimensionality. However, from my experience, these are more difficult to visualize.

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Re: Response surface mesh and 3D contour plot

Thank you for elaborate answer. I think I will stay with 9 response surface graphs.

I still didn't get the answer for my first question though. I already know the 3D profiler, but I actualy want to make it 4D. I want that values of factors to determine the location of points (like 3D coordinates) and that I then colour the points, where the colour of the points represents the response (for example red for high values, blue for low). Than I would do a contour instead of points. Is there any way to colout the points in the way I described?

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Re: Response surface mesh and 3D contour plot

Hi,

Did you end up getting an answer for this? I'm in the same boat trying to make the graphic 4D to represent a color contour.

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Re: Response surface mesh and 3D contour plot

Hi,

unfortunately no, however, when you think about it there is a reason that JMP or other statistical softwares doesn't offer possibility to create 4D plot, since it is a very unclear presentation. My advice would be to stick to 2D charts when possible, since we are ussually presenting charts on 2D surface, when neccessary use 3D.

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