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Portfolio Construction·Modern Portfolio Theory

The Efficient Frontier

11 min read

Markowitz's diagram, 70 years on

Modern Portfolio Theory was published by Harry Markowitz in 1952 and won him the 1990 Nobel Prize. The core insight is that the volatility of a portfolio depends not just on the volatility of each asset, but on the correlations between them. By combining assets with low or negative correlations, a portfolio can achieve a higher expected return for the same volatility than any individual asset.

Formula

Portfolio variance (two-asset)

σ²_p = w_A² σ_A² + w_B² σ_B² + 2 w_A w_B ρ σ_A σ_B
Heads up

Estimation error eats MPT alive

The efficient frontier is exquisitely sensitive to expected-return inputs. A 1% error in expected returns can flip allocations by 50%. In practice, robust extensions (Black-Litterman, risk parity, shrinkage) are what desks actually run.