Question 1
Consider the following joint distribution of X and Y:
| X/Y |
1 |
2 |
3
|
| 1 |
0.1 |
0.2 |
0
|
| 2 |
0.1 |
0 |
0.2
|
| 3 |
0 |
0.1 |
0.3
|
Find the marginal distributions of X and Y.
(10) Using the table above, compute E[X].
Question 2
(10) Using the table from question 1, compute E[Y].
Question 3
(10) Using the table from question 1, compute the variance of X.
Question 4
(10) Using the table from question 1, compute the variance of Y.
Question 5
(10) Using the table from question 1, compute the standard deviation of X.
Question 6
(10) Using the table from question 1, compute the standard deviation of Y.
Question 7
(10) Using the table from question 1, what is the covariance of X and Y?
Question 8
(10) Using the table from question 1, what is the correlation of X and Y?
Question 9
(10) X and Y are independent.
Question 10
Let r denote the continuously compounded monthly return on Microsoft stock and let W0 denote initial wealth to be invested over the month. Assume that r∼ iid N(0.04,(0.09)2) and that W0 = $100,000.
(10) Determine the 1% and 5% value-at-risk (VaR) over the year on the investment.
Hint: to answer this question, you must determine the normal distribution that applies to the annual (12 month) continuously compounded return. This was done as an example in class.