What are the expected return and standard deviation of an equal-weight portfolio of two assets, A and B, with the following characteristics?
Expected return of A = 10%
Expected return of B = 5%
Standard deviation of A = 20%
Standard deviation of B = 15%
The correlation between A and B is 0.5
The expected return of the portfolio,
E[rp] = E[0.5 rA + 0.5 rB]
E[rp] = 0.5 E[rA] + 0.5 E[rB]
E[rp] = 0.5 x 0.1 + 0.5 x 0.05 = 0.075 = 7.5%
The standard deviation of the return
To calculate the standard deviation, std, we first calculate the variance, std2.
var[rp] = var[0.5 rA + 0.5 rB]
var[rp] = 0.52 x var[rA] + 0.52 var[rB] + 2 x 0.5 x 0.5 cov[A,B]
cov[A,B] = corr(A,B) x stdA x stdB
var[rA] = stdA2
var[rB] = stdB2
var[rp] = 0.52 x stdA2 + 0.52 x stdB2 + 2 x 0.5 x 0.5 corr(A,B) x stdA x stdB
var[rp] = 0.52 x 0.22 + 0.52 x 0.152 + 2 x 0.5 x 0.5 x 0.5 x 0.2 x 0.15
var[rp] = 0.023125
stdrp = sqrt(var[rp]) = sqrt(0.023125) = 0.152 = 15.2%
The portfolio’s expected return is midway between the lower and the higher; the risk (the standard deviation) is closer to the lower.