285755_en-US

liliconcom

Using JMP® Pro to Model Functional Data

 

See how to:

• Create models using JMP Pro Functional Data Explorer
• Understand functional data characteristics
• Build model for situation that has a functional response
  • B-Spline on initial data: Model Controls, Knots, Model Selection, Fit Statistics, Diagnostic Plots
  • Function Summaries: Basis Function Coefficients, Random Coefficients by Function, Functional PCA
• Target function mapping - find ideal spectral target and then maximize desirability to find factors that give the best profile
• Build model for situation that has functional factors, not a functional response

Note: Q&A is included at times 14:27, 35:35, 36:54, 38:27, 39:22, 47:53 and 48:55.

 

Resources

• Documentation on data processing cleanup options (including Transform and Align)
• Functional Data Analysis Workshop slides and exercises (London, September 6-7, 2018)

 

 

31+ minPredictive AnalyticsVideo