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Check out the JMP® Marketplace featured Capability Explorer add-in

Practice JMP using these webinar videos and resources. We hold live Mastering JMP Zoom webinars with Q&A most Fridays at 2 pm US Eastern Time. See the list and register. Local-language live Zoom webinars occur in the UK, Western Europe and Asia. See your country jmp.com/mastering site.

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Which Model When?

The models you use depend on your data, the questions you are trying to answer and the problems you want to solve. See how to decide by working through case studies that illustrate how to identify, fit and evaluate models that might be most useful in achieving your analysis goal.

 

 

Questions answered by Olivia Lippincott @O_Lippincott and Andrea Coombs @andreacoombs1  at the live webinar:

Q: Is the C-code a JMP-Pro feature, or is in available in JMP too?

A: The C-code is available in JMP Pro. The formula depot is a JMP Pro feature.

Q: How does the variable selection capability differ between the tree-based models and stepwise regression and LASSO? That is, how do we decide which of these models to use for feature reduction purposes?       

A: For tree-based, it puts factors in order in terms of contribution to variability.  You can interpret the report.  Look at both and see if they agree.

Q: Is there any course/short videos about mixture DOE + modeling ?        

A: https://community.jmp.com/t5/Mastering-JMP/Designing-Mixture-Experiments-Part-1/ta-p/546086 and  https://community.jmp.com/t5/Mastering-JMP/Designing-Mixture-Experiments-Part-2/ta-p/549335  At community.jmp.com/mastering you can search for videos on any topic

Q: What tool in the fit model platform should I use when the data distribution is actually a mix of several distributions?        

A: In JMP Pro you can use different distributions on your responses.  For factors, you may want transform those variables because there is an assumption of normality.

Q: How would you group Housing Price by Low, Mid and High?

A: Use the Utilities>Make Binning Formula. Fit modeling, could you demo?            

 

Resources

 

Comments

This is super useful. Thank you!

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