Examples

Synthetic Examples:

• A linear model
• An in-depth example on global effects: this example is used in the orignal RHALE paper
• An in-depth example on regional effects: this example is used in the original REPID paper
  • Using a known prediction function
  • Using a ML model as the predict function
• A conditional interaction model
  • Global effect
  • Heterogeneity
  • Regional effect

Real Examples:

• Example 1 - Bike Sharing Dataset
• Example 2 - California Housing Dataset
• Example 3 - California Housing Dataset with TabPFN