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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Linear Algebra and Matrix Theory | 20% | - Matrix operations
|
| Topic 2: Probability Theory | 25% | - Basic probability concepts
|
| Topic 3: Calculus and Functions | 20% | - Single-variable calculus
|
| Topic 4: Statistics and Regression Analysis | 20% | - Descriptive statistics
|
| Topic 5: Numerical Methods & Financial Mathematics | 15% | - Time value of money - Basics of risk modeling - Root finding and approximation |
1. What is the maximum value for f(x)= 8-(x+3)(x-3)?
A) -1
B) 17
C) None of these
D) 8
2. Let f(x) = c for x in [0,4] and 0 for other values of x.
What is the value of the constant c that makes f(x) a probability density function; and what if f(x) = cx for x in
[0,4]?
A) 1/7 and 1/9
B) None of the above
C) 1/4 and 1/6
D) 1/4 and 1/7
3. A 95% confidence interval for a parameter estimate can be interpreted as follows:
A) The probability that the estimated value of the parameter is outside this interval is 95%.
B) The probability that the estimated value of the parameter is within this interval is 95%.
C) The probability that the real value of the parameter is outside this interval is 95%.
D) The probability that the real value of the parameter is within this interval is 95%.
4. Which of the following can induce a 'multicollinearity' problem in a regression model?
A) The omission of a relevant explanatory variable
B) A high positive correlation between the dependent variable and one of the explanatory variables
C) A high positive correlation between two explanatory variables
D) A large negative correlation between the dependent variable and one of the explanatory variables
5. The natural logarithm of x is:
A) the inverse function of exp(x)
B) 46
C) always greater than x, for x>0
D) log(e)
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: B | Question # 3 Answer: D | Question # 4 Answer: C | Question # 5 Answer: A |
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