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PRMIA 8007 Exam II: Mathematical Foundations of Risk Measurement - 2015 Edition Exam Practice Test

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Total 132 questions

Exam II: Mathematical Foundations of Risk Measurement - 2015 Edition Questions and Answers

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Question 1

In a quadratic Taylor approximation, a function is approximated by:

Options:

A.

a constant

B.

a straight line

C.

a parabola

D.

a cubic polynomial

Question 2

In a portfolio there are 7 bonds: 2 AAA Corporate bonds, 2 AAA Agency bonds, 1 AA Corporate and 2 AA Agency bonds. By an unexplained characteristic the probability of any specific AAA bond outperforming the others is twice the probability of any specific AA bond outperforming the others. What is the probability that an AA bond or a Corporate bond outperforms all of the others?

Options:

A.

5/7

B.

8/11

C.

6/11

D.

None of these

Question 3

There are two portfolios with no overlapping of stocks or bonds. Portfolio 1 has 6 stocks and 6 bonds. Portfolio 2 has 4 stocks and 8 bonds. If we randomly select one stock, what is the probability that it came from Portfolio1?

Options:

A.

0.3

B.

0.5

C.

0.6

D.

None of these

Question 4

You intend to invest $100 000 for five years. Four different interest payment options are available. Choose the interest option that yields the highest return over the five year period.

Options:

A.

a lump-sum payment of $22 500 on maturity (in five years)

B.

an annually compounded rate of 4.15%

C.

a quarterly-compounded rate of 4.1%

D.

a continuously-compounded rate of 4%

Question 5

Which of the following statements about skewness of an empirical probability distribution are correct?

1. When sampling returns from a time series of asset prices, discretely compounded returns exhibit higher skewness than continuously compounded returns

2. When the mean is significantly less than the median, this is an indication of negative skewness

3. Skewness is a sign of asymmetry in the dispersion of the data

Options:

A.

All three statements are correct

B.

Statements 1 and 2 are correct

C.

Statements 1 and 3 are correct

D.

Statements 2 and 3 are correct

Question 6

The Lagrangian of a constrained optimisation problem is given by L(x,y,λ) = 16x+8x2+4y-λ(4x+y-20), where λ is the Lagrange multiplier. What is the solution for x and y?

Options:

A.

x = -1, y = 0

B.

x = 0, y = 20

C.

x = 5, y = 0

D.

None of the above

Question 7

What is the simplest form of this expression: log2(165/2)

Options:

A.

10

B.

32

C.

5/2 + log2(16)

D.

log2 (5/2) + log2(16)

Question 8

Calculate the determinant of the following matrix:

Options:

A.

4.25

B.

-4.25

C.

4

D.

2

Question 9

If a time series has to be differenced twice in order to be transformed into a stationary series, the original series is said to be:

Options:

A.

non-linear

B.

integrated of order 2

C.

differential

D.

non-functional

Question 10

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?

Options:

A.

36%

B.

36.33%

C.

26.33%

D.

20.78%

Question 11

If a random variable X has a normal distribution with mean zero and variance 4, approximately what proportion of realizations of X should lie between -4 and +4?

Options:

A.

66.60%

B.

90%

C.

95%

D.

99%

Question 12

Let A be a square matrix and denote its determinant by x. Then the determinant of A transposed is:

Options:

A.

x -1

B.

x

C.

ln(x)

D.

-x

Question 13

What is the indefinite integral of the function f(x) = ln(x), where ln(x) denotes the natural logarithmic function?

Options:

A.

x ln(x) - x

B.

ln(x) - x

C.

1/x

D.

exp(x)

Question 14

Concerning a standard normal distribution and a Student's t distribution (with more than four degrees of freedom), which of the following is true?

Options:

A.

The distributions have the same kurtosis.

B.

The normal distribution has higher kurtosis than the t distribution.

C.

The normal distribution has lower kurtosis than the t distribution.

D.

Which has the higher kurtosis depends on the degrees of freedom of the t distribution.

Question 15

Maximum likelihood estimation is a method for:

Options:

A.

Finding parameter estimates of a given density function

B.

Estimating the solution of a partial differential equation

C.

Solving a portfolio optimization problem

D.

Estimating the implied volatility of a simple European option

Question 16

Which of the provided answers solves this system of equations?

2y – 3x = 3y +x

y2 + x2 = 68

Options:

A.

x = 1; y = square root of 67

B.

x = 2; y = 8

C.

x = 2; y = -8

D.

x = -2; y = -8

Question 17

Let X be a random variable distributed normally with mean 0 and standard deviation 1. What is the expected value of exp(X)?

Options:

A.

E(exp(X)) = 1.6487

B.

E(exp(X)) = 1

C.

E(exp(X)) = 2.7183

D.

E(exp(X)) = 0.6065

Question 18

For a quadratic equation, which of the following is FALSE?

Options:

A.

If the discriminant is negative, there are no real solutions

B.

If the discriminant is zero, there is only one solution

C.

If the discriminant is negative there are two different real solutions

D.

If the discriminant is positive there are two different real solutions

Question 19

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]?

Options:

A.

1/4 and 1/7

B.

1/7 and 1/9

C.

1/4 and 1/6

D.

None of the above

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Total 132 questions