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PRMIA 8002 - PRM Certification - Exam II: Mathematical Foundations of Risk Measurement

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Total 132 questions

You are investigating the relationship between weather and stock market performance. To do this, you pick 100 stock market locations all over the world. For each location, you collect yesterday's mean temperature and humidity and yesterday's local index return. Performing a regression analysis on this data is an example of…

A.

Simple time-series regression

B.

Multiple time-series regression

C.

Simple cross-section regression

D.

Multiple cross-section regression

A 2-step binomial tree is used to value an American put option with strike 105, given that the underlying price is currently 100. At each step the underlying price can move up by 10 or down by 10 and the risk-neutral probability of an up move is 0.6. There are no dividends paid on the underlying and the continuously compounded risk free interest rate over each time step is 1%. What is the value of the option in this model?

A.

7.12

B.

6.59

C.

7.44

D.

7.29

Every covariance matrix must be positive semi-definite. If it were not then:

A.

Some portfolios could have a negative variance

B.

One or more of its eigenvalues would be negative

C.

There would be no Cholesky decomposition matrix

D.

All the above statements are true

If the annual volatility of returns is 25% what is the variance of the quarterly returns?

A.

0.1250

B.

0.0156

C.

0.0625

D.

None of the above

Assume that 40% of all financial organizations investigated by authorities turn out to be fraudulent.

What is the probability of randomly investigating 2 different organizations and finding that neither is fraudulent; and what is the probability of finding exactly one being fraudulent?

A.

2/5 and 1/2

B.

2/5 and 3/5

C.

1/3 and 8/17

D.

9/25 and 12/25

You invest $100 000 for 3 years at a continuously compounded rate of 3%. At the end of 3 years, you redeem the investment. Taxes of 22% are applied at the time of redemption. What is your approximate after-tax profit from the investment, rounded to $10?

A.

$9420

B.

$7350

C.

$7230

D.

$7100

Which of the following properties is exhibited by multiplication, but not by addition?

A.

associativity

B.

commutativity

C.

distributivity

D.

invertibility

Which statement regarding the matrix below is true?

A.

It is not positive definite

B.

It is positive semi-definite

C.

It is positive definite

D.

It is negative definite

If A and B are two events with P(A) = 1/4, P(B) = 1/3 and P(A intersection B) =1/5, what is P(Bc | Ac) i.e. the probability of the complement of B when the complement of A is given?

A.

12/29

B.

37/45

C.

3/4

D.

None of these

You want to test the hypothesis that a population parameter β of a regression model is zero. Your alternative hypothesis is that β≠0. Denote by SD(β) the estimated standard deviation of β, and by MEAN(β) the estimated mean of β. Which test statistic is appropriate, and what is its distribution?

A.

test statistic = SD(β)/MEAN(β), normal distribution

B.

test statistic = MEAN(β)/SD(β), normal distribution

C.

test statistic = SD(β)/MEAN(β), t distribution

D.

test statistic = MEAN(β)/SD(β), t distribution