In: Finance
You are given the following information
Stock 1 Stock 2
Expected Return 30% 15%
Standard Deviation 20% 12%
Assume that the correlation coefficient between stock 1 and stock 2 returns is 10%. Compute the portfolio expected return and standard deviation if you invest 10% of your wealth in stock 1.
Solution:
Calculation of Portfolio Expected Return :
The formula for calculation of Portfolio Expected Return is
E(RP) = ( R1 * W1 )+ ( R2 * W2 )
Where
E(RP) = Portfolio Expected return
R1 = Expected Return of Stock 1 ; W1 = Weight of Stock 1 ;
R2 = Expected Return of Stock 2 ; W2 = Weight of Stock 2 ;
As per the information given in the question we have
R1 = 30 % ; W1 = 10 % = 0.10 ; R2 = 15 % ; W2 = ( 100 % - 10 % ) = 90 % = 0.90 ;
Applying the values in the formula we have
= ( 30 % * 0.10 ) + ( 15 % * 0.90 )
= 3 % + 13.50 % = 16.50 %
Thus the Portfolio expected return = 16.50 %
Calculation of Standard Deviation of a portfolio :
The formula for calculation of Standard Deviation of a portfolio is
σP = [ ( σ1 2 * W1 2 ) + ( σ2 2 * W2 2 ) + ( 2 * (σ1 * W1 * σ2 * W2 * ρ 12 ) ) ] ( 1 / 2 )
Where
σ1 = Standard Deviation of Stock 1 ; W1 = Weight of Stock 1
σ2 = Standard Deviation of Stock 2 ; W2 = Weight of Stock 2
ρ 12 = Correlation coefficient between two stocks i.e., Stock 1 and Stock 2
As per the Information given we have:
σ1 = 20 % = 0.20 ; W1 = 10 % = 0.10 ; σ2 = 12 % = 0.12 ; W2 = 90 % = 0.90 ; ρ 12 = 10 % = 0.10 ;
Applying the above values in the formula we have:
= [ (( 0.20 )2 * ( 0.10 )2 ) + (( 0.12 )2 * (0.90)2 ) + ( 2 * 0.20 * 0.10 * 0.12 * 0.90 * 0.1 ) ] (1 / 2 )
= [ ( 0.04 * 0.01 ) + ( 0.0144 * 0.81 ) + 0.000432 ) ] (1 / 2 )
= [ 0.0004 + 0.0117 + 0.000432 ] (1 / 2 )
= ( 0.012496 ) (1 / 2 )
= ( 0.012496 ) 0.5
= 0.111786
= 11.1786 %
= 11.18 % ( When rounded off to two decimal places )
Thus the Standard Deviation of the portfolio is = 11.18 %
Note : The value of ( 0.012496) 0.5 has been calculated using the excel function =POWER(Number,Power). Thus =POWER(1.012496,0.5) = 0.111786