In: Finance
Consider two stocks, Stock D, with an expected return of 16 percent and a standard deviation of 31 percent, and Stock I, an international company, with an expected return of 9 percent and a standard deviation of 19 percent. The correlation between the two stocks is −.17. What are the expected return and standard deviation of the minimum variance portfolio? (Do not round intermediate calculations. Enter your answer as a percent rounded to 2 decimal places.)
Minimum Variance Portfolio:
A minimum variance portfolio is a collection of securities that
combine to minimize the price volatility of the overall portfolio.
with the given weights to securities/ Assets in portfolio,portfolio
risk will be minimal.
Weight in A = [ [ (SD of B)^2] - [ SD of A * SD of B * r(A,B) ] ] /
[ [ (SD of A)^2 ]+ [ (SD of B)^2 ] - [ 2* SD of A * SD of B * r (A,
B) ] ]
Weight in B = [ [ (SD of A)^2] - [ SD of A * SD of B * r(A,B) ] ] /
[ [ (SD of A)^2 ]+ [ (SD of B)^2 ] - [ 2* SD of A * SD of B * r (A,
B) ] ]
Assume
A = Stock D
B = Stock I
Particulars | Amount |
SD of A | 31% |
SD of B | 19% |
r(A,B) | -0.1700 |
Weight in A = [ [ (SD of B)^2] - [ SD of A * SD of B * r(A,B) ]
] / [ [ (SD of A)^2 ]+ [ (SD of B)^2 ] - [ 2* SD of A * SD of B * r
(A, B) ] ]
= [ [ (0.19)^2 ] - [ 0.31 * 0.19 * -0.17 ] ] / [ [ (0.31)^2 ] + [ (
0.19 )^2 ] - [ 2 * 0.31 * 0.19 * -0.17 ] ]
= [ [ 0.0361 ] - [ -0.010013 ] ] / [ [ 0.0961 ] + [ 0.0361 ] - [ 2
* -0.010013 ] ]
= [ 0.046113 ] / [ 0.152226 ]
= 0.3029
Weight in B = [ [ (SD of A)^2] - [ SD of A * SD of B * r(A,B) ]
] / [ [ (SD of A)^2 ]+ [ (SD of B)^2 ] - [ 2* SD of A * SD of B * r
(A, B) ] ]
= [ [ (0.31)^2 ] - [ 0.31 * 0.19 * -0.17 ] ] / [ [ (0.31)^2 ] + [ (
0.19 )^2 ] - [ 2 * 0.31 * 0.19 * -0.17 ] ]
= [ [ 0.0961 ] - [ -0.010013 ] ] / [ [ 0.0961 ] + [ 0.0361 ] - [ 2
* -0.010013 ] ]
= [ 0.106113 ] / [ 0.152226 ]
= 0.6971
Expected Ret:
Stock | Weight | Ret | WTd Ret |
Stock D | 0.3029 | 16.00% | 4.85% |
Stock I | 0.6971 | 9.00% | 6.27% |
Portfolio Ret Return | 11.12% |
Expected Ret from Portfolio is 11.12%
Expected SD:
It is nothing but volataility of Portfolio. It is calculated
based on three factors. They are
a. weights of Individual assets in portfolio
b. Volatality of individual assets in portfolio
c. Correlation betwen individual assets in portfolio.
If correlation = +1, portfolio SD is weighted avg of individual
Asset's SD in portfolio. We can't reduce the SD through
diversification.
If Correlation = -1, we casn reduce the SD to Sero, by investing at
propoer weights.
If correlation > -1 but <1, We can reduce the SD, n=but it
will not become Zero.
Wa = Weight of A
Wb = Weigh of B
SDa = SD of A
SDb = SD of B
Particulars | Amount |
Weight in A | 0.3029 |
Weight in B | 0.6971 |
SD of A | 31.00% |
SD of B | 19.00% |
r(A,B) | -0.17 |
Portfolio SD =
SQRT[((Wa*SDa)^2)+((Wb*SDb)^2)+2*(wa*SDa)*(Wb*SDb)*r(A,B)]
=SQRT[((0.3029*0.31)^2)+((0.6971*0.19)^2)+2*(0.3029*0.31)*(0.6971*0.19)*-0.17]
=SQRT[((0.093899)^2)+((0.132449)^2)+2*(0.093899)*(0.132449)*-0.17]
=SQRT[0.0221]
= 0.1488
= I.e 14.88 %
Expected SD from Portfolio is 14.88%