Roadmap

Analysis Roadmap

Map from setup to model specification, execution, diagnostics, and extraction/prediction.

Start here Basic compile and run Reference hub

Levels

1. Usage diagrams (wrapper/parameter/predict choices)

• Full package usage diagrams

2. Theory background (GPD tails + DPM bulk + causal estimands)

• Advanced theory background

3. Setup and first run

• Start here

4. Model assembly and execution

• Basic model compile and run

5. Backend choice and workflow ordering

• Backends and workflow

6. Diagnose and stabilize

• Troubleshooting

7. Extract, predict, and compare

• Examples hub

Quarto vs pkgdown split

• Quarto: curated routes and workflow context.

• pkgdown: exact function interfaces and package reference.

• pkgdown reference

Prereqs

• Required packages and data for this page are listed in the setup chunks above.

Outputs

• This page renders model fits, diagnostics, and summary artifacts generated by package APIs.

Interpretation

• Canonical concept page: Start Here
• Treat this page as an application/example view and use the canonical page for core definitions.

Next

• Continue to the linked canonical concept page, then return for implementation-specific details.