Advanced Scenarios¶

This page collects higher-complexity examples for production-like workflows.

Recommended Pattern¶

1. Use one method instance per independent stream.
2. Persist method state between events if processing is distributed.
3. Track empirical FDR/power in a monitoring loop.
4. Keep method parameters fixed for a given experiment protocol.

Example Topics¶

• Multi-variant experiment pipelines with online control.
• Rolling-window analysis for non-stationary streams.
• Hybrid workflows that compare online and batch procedures.

Where to Start¶

• Basic Usage
• Method Comparisons
• User Guide