1. What is a Hedge Fund
Hedge funds pool money from wealthy individuals or institutions to seek higher, risk-adjusted returns across multiple markets.
While they often strive to outperform benchmarks like the S&P 500, the focus is usually on lowering risk (drawdowns) rather than purely maximizing returns.
2. Define Your Goals
Decide on a target annual return and understand the drawdown (potential loss) you can tolerate.
For instance, aiming for ~20% annual returns may entail accepting a ~10% drawdown.
Extremely high returns (e.g., 100% per year) can be possible but come with huge drawdowns (50–70%), which most investors find difficult to handle psychologically.
3. Choose Your Markets:
Trading across different asset classes (e.g., equities, commodities, futures) can reduce overall risk through diversification.
Example: If equity markets are falling (S&P 500 futures, “ES”), another market like oil (“CL”) might be trending up, which could offset losses.
4. Algorithmic Strategy Ideas:
Momentum Strategies: Buy (go long) when the price is above a long-term moving average (e.g., 200-day SMA) or sell (go short) when below.
This aims to catch trends.
Mean Reversion Strategies: Identify when prices deviate from an average or band (like Bollinger Bands) and expect prices to revert back.
Long/Short Pairs: Having both bullish and bearish strategies for each market (e.g., long ES, short ES, long CL, short CL) offers additional diversification and helps hedge exposure.
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6. Tracking Performance and Grouping Strategies:
Maintain a portfolio of several strategies.
Group them by market type (e.g., equities vs. commodities) or by aggressiveness (e.g., “conservative” vs. “aggressive”).
Analyze metrics: Regularly monitoring performance, drawdowns, and market conditions is critical for refining your strategy portfolio over time.
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