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| Section | Objectives |
|---|---|
| Simulation and Numerical Methods | - Monte Carlo simulation
|
| Probability and Statistics Foundations | - Statistical inference
|
| Risk Measurement Techniques | - Value at Risk (VaR)
|
| Stochastic Processes and Time Series | - Stochastic processes basics
|
1. A linear regression gives the following output:
Figures in square brackets are estimated standard errors of the coefficient estimates.
Which of the following is an approximate 95% confidence interval for the true value of the coefficient of ?
A) [0, 3]
B) [0, 1.5]
C) [1, 2]
D) None of the above
2. In a multiple linear regression, the significance of R2 can be tested using which distribution?
A) Normal distribution
B) Student's t distribution
C) F-distribution
D) Binomial distribution
3. The first derivative of a function f(x) is zero at some point, the second derivative is also zero at this point. This means that:
A) f has necessarily a minimum at this point
B) f might have either a minimum or a maximum or neither of them at this point
C) f has necessarily a maximum at this point
D) f has necessarily neither a minimum nor a maximum at this point
4. Evaluate the derivative of ln(1+ x2) at the point x = 1
A) 2
B) 0.5
C) 0
D) 1
5. Suppose 60% of capital is invested in asset 1, with volatility 40% and the rest is invested in asset 2, with volatility 30%. If the two asset returns have a correlation of -0.5, what is the volatility of the portfolio?
A) 36%
B) 26.33%
C) 20.78%
D) 36.33%
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C | Question # 3 Answer: B | Question # 4 Answer: D | Question # 5 Answer: C |
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