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Most Investors Get Mega-Cap Price Acceleration and Quality Engine Wrong
Investors often assume capturing momentum requires enduring punishing market drawdowns, yet aggressive growth strategies can be stabilized through systematic trend rules. Inspired by the Driehaus growth framework, this model pairs…
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Most Investors Get Asymmetric Sharpe-Ranked Perpetual Corridor Strategy Wrong
Chasing crypto market upside without surrendering to catastrophic drawdowns requires a strict trade-off between absolute capture and risk containment. The Asymmetric Sharpe-Ranked Perpetual Corridor Strategy navigates this by dynamically filtering…
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Can Tsallis Entropy Weight Optimization Beat the S&P 500? I Ran the Numbers
Tsallis entropy weight optimization applies generalized non-extensive statistical mechanics to portfolio construction, explicitly modeling the fat tails and non-linear co-movements of leveraged equity and hedge assets. By dynamically penalizing tail…
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Crypto Multi-Asset Momentum & Trend System Turned $10,000 → $92,598 (Full Backtest)
Chasing relative strength across major crypto assets while applying trend filters can generate massive upside compared to traditional buy-and-hold investing. However, capturing this premium demands enduring brutal drawdowns and rapid…
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Can Intraday Opening Range Breakout Beat the S&P 500? I Ran the Numbers
Trading early-morning momentum on 3x leveraged ETFs can generate explosive compounding when sustained trends emerge, but it exposes capital to severe whipsaws during choppy sessions. The strategy trades off high…
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Can Crypto Multi-Asset Momentum & Trend System Beat the S&P 500? I Ran the Numbers
Welcome to Avalon QuantBrief, where we dissect systematic trading strategies with absolute transparency. Today, we are breaking down the Crypto Multi-Asset Momentum & Trend System, a strategy designed to capture…
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Can Tactical Index Acceleration Strategy Beat the S&P 500? I Ran the Numbers
The Tactical Index Acceleration Strategy is designed around a simple trade-off: pursue strong long-term growth while accepting that meaningful losses can still occur along the way. In the historical simulation…
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Faber Ivy Amplified Leaderboard: Can It Beat SPY? | 47.9% CAGR, -49.6% MDD
A 47.9 percent annualized return is the kind of number that immediately grabs attention, but it should not be separated from the 49.6 percent worst drop that came with it.…
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The Velocity Strength Filter: -27.4% MDD Before 17.8% CAGR | High Risk
Welcome to Avalon QuantBrief, where we dissect high-performance systematic trading strategies to uncover their true risk-return profiles. Today, we analyze the famous Velocity Strength Filter, a momentum-driven strategy boasting a…
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Kaufman Efficiency Index Strategy: Where It Fails | 25.4% CAGR, -37.1% MDD
Welcome to Avalon QuantBrief, where we dissect systematic trading strategies to uncover the reality behind high-yielding models. Today, we analyze an adapted version of the Kaufman Efficiency Index Strategy, a…
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Growth-Value Style Selection | 29.6% CAGR, -35.0% MDD | High Risk
Growth-Value Style Selection is a systematic rotation strategy built around a simple trade-off: pursue whichever parts of the market are showing the strongest style leadership, while accepting that leadership can…
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Gross Profitability and Price Acceleration Strategy | 15.6% CAGR, -39.3% MDD | Very High Risk
Welcome to this edition of Avalon QuantBrief, where we dissect the Gross Profitability and Price Acceleration Strategy, an aggressive evolution of a classic quantitative anomaly. By combining Robert Novy-Marx’s famous…