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Professional Quant Practice / Governance and validation

Data lineage

Model M's weights at decision time tt are only as honest as the timestamps on every field that entered the score. This note decides which timestamp is legal for a weight decided at tt, and sketches lineage from vendor file to feature to weight — linking point-in-time data and corporate actions and survivorship without reteaching the full PIT contract.
Learning objectives. By the end of this note you should be able to:
  • separate observation time from availability time on M's path;
  • reject a weight that used a field not yet available at tt;
  • name survivorship failure when today's membership rebuilds history;
  • attach lineage ids to the standing snapshot pit-equity-v3@2024-06-30.

In this lesson

  1. The decision: what may enter wtw_t?
  2. Artifact: lineage sketch for M
  3. Limitation: rebuilt history with today's membership
  4. Observation time versus availability time
  5. Worked decision at time tt
  6. Desk checkpoint: legal timestamp
  7. Pitfall: path stability without time stability
  8. Decision card: ship weights for tt?

Before you start

The full lesson, with worked examples and exercise solutions, is for members.

Read the full lesson

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