Files
quant-factor-research/docs/FACTOR_PIPELINE.md

19 lines
373 B
Markdown
Raw Permalink Normal View History

2026-03-13 17:10:49 +08:00
# Factor Pipeline (Draft)
1) Load universe + prices + fundamentals
2) Compute raw factor values
3) Clean:
- missing handling
- winsorize (per-date cross section)
- z-score (per-date cross section)
4) Neutralize (optional):
- industry
- size
5) Evaluate:
- IC / Rank IC
- decay
- turnover
6) Backtest:
- long-short / top-k
- transaction costs