In: Statistics and Probability
India is the second most populous country in the world, with a population of over 1 billion people. Although the government has offered various incentives for population control, some argue that the birth rate, especially in rural India, is still too high to be sustainable. A demographer assumes the following probability distribution for the household size in India.
Household Size | Probability |
1 | 0.05 |
2 | 0.09 |
3 | 0.12 |
4 | 0.24 |
5 | 0.25 |
6 | 0.12 |
7 | 0.07 |
8 | 0.06 |
Compute the mean of the household size in India?
Professor Sanchez has been teaching Principles of Economics for over 25 years. He uses the following scale for grading.
Grade | Numerical Score | Probability |
A | 4 | 0.10 |
B | 3 | 0.30 |
C | 2 | 0.40 |
D | 1 | 0.10 |
F | 0 | 0.10 |
Compute the variance of the numerical score.
You have $400,000 invested in a well-diversified portfolio. You inherit a house that is presently worth $200,000. Consider the summary measures in the following table:
Investment | Expected Return (in %) | Standard Deviation (in %) |
Old portfolio | 6 | 16 |
House | 8 | 20 |
The correlation coefficient between your portfolio and the house is 0.38.
What is the standard deviation of new portfolio which includes old portfolio and house?
a. |
16.55% |
|
b. |
13.25% |
|
c. |
15.32% |
|
d. |
14.56% |
Questions below are separate
1. If E(X) = 10 and E(Y) = 20, Var(X) = 3, Var(Y) = 5 and Cov(X, Y) = 10, then
what is the var(Z) where Z = 3X+2Y?
2. If E(X) = 10 and E(Y) = 20, Var(X) = 3, Var(Y) = 5 and Cov(X, Y) = 10, then
what is the mean of Z where Z = 3X+2Y?
Note that mean of Z = E(Z).
3. If correlation coefficient =0.3 and Var(X) =25 and Var(Y) = 16, then what is Cov(X, Y)?