In: Economics
4. you are trying to develop a strategy for investing in two different stocks. The anticipated annual return for a $1,000 investment in each stock under four different economic conditions has the following probability distribution:
Probability | Economic Condition | Return Stock X | Return Stock Y |
0.1 | Recession | −100 | 50 |
0.3 | Slow growth | 0 | 150 |
0.3 | Moderate growth | 80 | -20 |
0.3 | Fast growth | 150 | -100 |
a. Expected return for stock X and for stock Y.
b. Standard deviation for stock X and for stock Y.
c. Covariance of stock X and stock Y.
d. Would you invest in stock X or stock Y? Explain
Probability Pi | Xi | Yi | xi=Xi/1000 | yi=Yi/1000 | Pi*xi | Pi*yi | Pi*(xi-Xm)^2 | Pi*(yi-ym)^2 | Pi*(xi-Xm)*(yi-Ym) |
0.1 | -100 | 50 | -10.00% | 5.00% | -1.00% | 0.50% | 0.0025281 | 0.0001296 | -0.0005724 |
0.3 | 0 | 150 | 0.00% | 15.00% | 0.00% | 4.50% | 0.0010443 | 0.0055488 | -0.0024072 |
0.3 | 80 | -20 | 8.00% | -2.00% | 2.40% | -0.60% | 0.0001323 | 0.0003468 | -0.0002142 |
0.3 | 150 | -100 | 15.00% | -10.00% | 4.50% | -3.00% | 0.0024843 | 0.0038988 | -0.0031122 |
Excpected return for X Xm= ∑Pi*xi | 5.90% | ||||||||
Excpected return for Y Ym= ∑Pi*yi | 1.40% | ||||||||
Variance of X Vx=∑Pi*(xi-Xm)^2 | 0.006189 | ||||||||
Variance of Y Vy=∑Pi*(yi-Ym)^2 | 0.009924 | ||||||||
Standard deviation for X =√Vx | 7.87% | ||||||||
Standard deviation for Y =√Vy | 9.96% | ||||||||
Covariance Cov(X,Y)= ∑Pi*(xi-Xm)*(yi-Ym) | -0.00631 |
d) I would invest in stock X because it has higher expected return than Stock Y and also have lower standard deviation than stock Y.