Methods¶

Find a topic or research question · First-analysis walkthrough

The methods section contains the package's scientific contracts, validation evidence, reporting rules, mathematical reference, and reproducibility infrastructure.

External methods and data ecosystems¶

Python integrations and qualification roadmap · Acquisition and Eye-Tracking-BIDS. These pages distinguish existing optional reference libraries from proposed future adapters.

Scientific practice¶

• Cite software and preserve a reproducible analysis

• Reporting checklist

• Pre-registration checklist
• Assumptions & diagnostics
• Limitations & failure modes
• Method comparison
• Research FAQ

Mathematical & visual reference¶

• Mathematical reference
• Sparse-FPCA bandwidth-selection equations
• Visual gallery
• Illustrated methods explorer
• Workflow atlas
• RQA software conventions
• References

Validation & qualification¶

• Capability status & roadmap
• Release readiness
• Independent-reference validation ledger
• Numerical tolerance policy
• Performance envelope

Reproducibility & release¶

• Portable scientific results
• Reproducibility bundle checklist
• Release process