809967_en-US

liliconcom

Using Generalized Regression in JMP® Pro to Create Robust Linear Models

See how to:

• Understand the benefits of Generalized Regression (Penalized Regression)
• Use JMP Pro lasso and elastic net shrinkage techniques to reduce prediction variance, handle non-normal and zero-inflated responses, model mean responses and select the best model interactively.

See how to:

• Use JMP Pro Quantile Regression to handle situations where one does not want to model mean responses
• Understand the basics of Cauchy regression and median regression

Predictive Modeling and Machine Learning