Week 14: Handling Many Models

Today’s Question

How do we compare many models without losing the question?

Many Models

Repeated models are useful when groups differ.

They are dangerous when automation hides failures.

Workflow

• Split or group data.
• Fit one model per group.
• Extract comparable summaries.
• Inspect failures and diagnostics.

AI Check

Model ranking without diagnostics is incomplete.