cancel
Showing results for 
Show  only  | Search instead for 
Did you mean: 
JMP is taking Discovery online, April 16 and 18. Register today and join us for interactive sessions featuring popular presentation topics, networking, and discussions with the experts.

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.

Choose Language Hide Translation Bar
Using Partial Least Squares: When Ordinary Least Squares Regression Just Won’t Work

 

See how to:

  • Understand when and why PLS is useful as well as the advantages of the PLS implementation in JMP Pro over that in JMP

 

See how to:

  • Use consumer ratings to identify product attributes to help guide new formulation and design processes
    • Employ leave-one-out cross-validation,
    • Examine and interpret  Root Mean Press; NIPALS Fit x and y scores for a single latent factor; Diagnostic Plots; and VIP vs Coefficients Plots.
    • Use Prediction Profiler to maximize desirability.

 

See how to:

  • Create a model to evaluate the levels of three different compounds in spectral emissions of water samples
    • Use Model Comparison summary to see how x and y scores correlate and to identify which variables explain variation
    • Save prediction values to the data table, to make the model useful if new observations are added

 

See how to:

  • Use Discriminant Analysis in a dataset that includes over 10,000 gene expression characteristics from a study of 230 individuals
    • Determine if genetic expression information can be used to accurately classify estrogen receptor status
    • Explore missing values; interpret ROC curves; and examine misclassification, false positives and false negatives

Resources

Recommended Articles