The least risky mix
Two stocks have the same expected return. Stock A has volatility , stock B has volatility , and their correlation is . You invest a fraction of your money in A and in B.
Find the that minimises the variance of the portfolio.
Fractions, decimals with at least 3 significant digits, and expressions such as sqrt(2)/2, e^-1 or pi/4.
The portfolio variance is .
Set its derivative in to zero.
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Idea. The variance is a quadratic in ; its minimum is where the derivative vanishes.
Step 1: the variance. With , and :
Step 2: the minimum. In general,
So you put in A and in B.
Check. The minimum variance is , a volatility of about 19.6%: lower than A alone, even though B is riskier. A little of B diversifies away part of A's risk because the correlation is less than ; above that value, the minimum-variance portfolio would be 100% in A or beyond.