Investment Thesis
Core Premise:
Sector leadership exhibits persistent momentum that can be captured through relative strength analysis, while liquidity screening ensures tradability in large-cap equities.
Key Strategy Principles
Sector Momentum Capture
- Focuses on Morningstar sector classifications (real-time fundamental data).
- Selects top 3 sectors using 20-day rate-of-change momentum.
- Exploits intermediate-term persistence in sector performance.
Liquidity-Centric Universe
- Screens top 100 liquid US equities by dollar volume.
- Monthly rebalancing aligns with institutional flow cycles.
- Avoids small-cap volatility while maintaining diversification.
Multi-Layer Diversification
- Spreads exposure across 24 positions (3 sectors × 8 stocks).
- Equal-weight allocation within sectors.
- Natural sector rebalancing through monthly selection.
Quantitative Edge Drivers
- Momentum Filter: 20-day ROC window optimizes for intermediate trends while avoiding short-term noise.
- Volume Screening: Front-runs institutional order flow in high-liquidity names.
- Dynamic Rebalancing: Daily position sizing adapts to changing sector leadership.
Risk Management Profile
- Implied Sector Correlation: Reduces single-stock risk through sector baskets.
- Automatic Drawdown Control: Regular rebalancing forces profit-taking.
- Large-Cap Bias: Inherently lower volatility than broad market.
- Return Profile: Targets 1.5-2× SPY returns with 1.3× volatility.
- Expected maximum drawdown: 25-30% vs. market's 35%+
This strategy suits investors seeking:
✓ Systematic exposure to sector trends.
✓ Lower turnover than daily momentum strategies.
✓ Institutional-grade liquidity profile.
Quant League Competitions
Competition entry updated by AAYUSH MITTAL
The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by QuantConnect. In addition, the material offers no opinion with respect to the suitability of any security or specific investment. QuantConnect makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances. All investments involve risk, including loss of principal. You should consult with an investment professional before making any investment decisions.
Quant League Competitions
Competition entry updated by AAYUSH MITTAL
The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by QuantConnect. In addition, the material offers no opinion with respect to the suitability of any security or specific investment. QuantConnect makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances. All investments involve risk, including loss of principal. You should consult with an investment professional before making any investment decisions.
Quant League Competitions
Competition entry updated by AAYUSH MITTAL
The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by QuantConnect. In addition, the material offers no opinion with respect to the suitability of any security or specific investment. QuantConnect makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances. All investments involve risk, including loss of principal. You should consult with an investment professional before making any investment decisions.
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