Portfolio Optimization

The Minimum Correlation Algorithm: Rethinking Portfolio Diversification Through Mathematical Elegance

“Don’t put all your eggs in one basket” – this timeless wisdom has evolved into one of finance’s most fundamental principles. Yet despite diversification’s universal acceptance, its mathematical underpinnings remain poorly understood by most practitioners. The conventional approach treats diversification as simply holding many assets, but this perspective misses the profound mathematical reality that drives risk reduction in portfolios.

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Variability Drain: The Silent Killer of Long-Term Compounding

You spend years refining your strategy. You optimize your entries and exits. You backtest it across decades. On paper, it shows strong returns. Maybe even impressive alpha. But something keeps bothering you. Despite solid average returns, your portfolio isn’t growing the way you expect. You’re not losing in any dramatic way — no catastrophic drawdowns, no obvious mistakes. But something subtle is bleeding your wealth. Quietly. Relentlessly.

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Why I Stopped Believing You Have to Choose Between High Returns and Low Risk

Every investor gets told the same story: if you want high returns, you have to accept high risk. Want to play it safe? You’ll have to settle for mediocre returns. It’s supposedly the fundamental law of investing, as immutable as gravity.

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