Strategies

Quantitative strategies, themed portfolios, and hedge fund benchmarks

Quantitative Strategies

proxy ETF YTD / sorted by return

Momentum / Trend Following

high

Buy assets showing upward price momentum, sell those trending down. Uses moving average crossovers and relative strength. The most researched factor in quantitative finance.

Sharpe

0.5 - 1.0 (long/short)

Machine Learning Alpha

high

Use machine learning models (gradient boosting, neural networks, transformers) to predict short-term stock returns from structured and alternative data. The modern evolution of statistical arbitrage.

Sharpe

1.5 - 3.0 (top firms)

Sector Rotation

medium

Rotate capital between sectors based on economic cycle positioning. Overweight cyclicals in expansion, defensives in contraction. Uses macro indicators as signals.

Sharpe

0.8 - 1.4

Mean Reversion

medium

Buy stocks that have dropped significantly below their moving average and sell those trading well above. Based on the statistical tendency for prices to revert to the mean.

Sharpe

1.0 - 2.0

Risk Parity

medium

Allocate capital so each asset class contributes equally to portfolio risk, rather than using traditional 60/40 stock/bond splits. Uses leverage on low-volatility assets to balance risk across stocks, bonds, commodities, and inflation-linked securities.

Sharpe

0.7 - 1.3

Volatility Arbitrage

medium

Trade the difference between implied and realized volatility. Sell options when IV is high relative to historical vol, buy when cheap. Delta-hedged to isolate the vol component.

Sharpe

1.0 - 2.0

Event-Driven / Merger Arbitrage

medium

Trade around corporate events: mergers, acquisitions, spinoffs, bankruptcies, and restructurings. Merger arb captures the spread between offer price and market price for announced deals.

Sharpe

1.0 - 2.0

Carry Trade

medium

Borrow in low-yielding currencies or assets and invest in high-yielding ones to capture the interest rate differential. A cross-asset strategy spanning FX, fixed income, and commodities.

Sharpe

0.5 - 1.2

Dispersion Trading

medium

Sell index volatility and buy single-stock volatility to profit from the 'correlation risk premium.' The index option is cheaper to hedge than the sum of its parts because of implied correlation overpricing.

Sharpe

1.2 - 2.0

Pairs Trading

low

Trade the spread between two correlated stocks. When the spread widens beyond historical norms, short the outperformer and long the underperformer. Profit when the spread reverts.

Sharpe

1.5 - 2.5

Statistical Arbitrage

low

Market-neutral strategy using hundreds of small positions. Exploits temporary mispricings between related securities using cointegration and factor models.

Sharpe

1.5 - 3.0

Themed Portfolios

weighted YTD / sorted by return

Hedge Fund 13F Holdings

SEC quarterly filings / equity longs only

13F data unavailable

13F data unavailable

13F data unavailable

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13F data unavailable