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

Pass 8007 Exam Cram

Exam Code: 8007

Exam Name: Exam II: Mathematical Foundations of Risk Measurement - 2015 Edition

Updated: Sep 01, 2026

Q & A: 133 Questions and Answers

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PRMIA 8007 Exam Syllabus Topics:
SectionWeightObjectives
Linear Algebra and Matrix Theory20%- Vectors and eigenvalues
  • 1. Diagonalization
    • 2. Eigenvalues and eigenvectors
      - Matrix operations
      • 1. Determinants and trace
        • 2. Addition, multiplication, inversion
          Probability Theory25%- Random variables and distributions
          • 1. Discrete and continuous distributions
            • 2. Expected value, variance, covariance
              - Basic probability concepts
              • 1. Conditional probability and independence
                • 2. Axioms and rules
                  Statistics and Regression Analysis20%- Linear regression
                  • 1. Hypothesis testing and confidence intervals
                    • 2. Simple and multiple regression
                      - Descriptive statistics
                      • 1. Correlation and covariance
                        • 2. Measures of location and dispersion
                          Calculus and Functions20%- Multivariable calculus
                          • 1. Partial derivatives
                            • 2. Optimization
                              - Single-variable calculus
                              • 1. Limits and continuity
                                • 2. Derivatives and applications
                                  • 3. Integrals and applications
                                    Numerical Methods & Financial Mathematics15%- Root finding and approximation
                                    - Time value of money
                                    - Basics of risk modeling
                                    PRMIA Exam II: Mathematical Foundations of Risk Measurement - 2015 Edition Sample Questions:

                                    Question 1

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

                                    A. The associated correlation matrix would not be positive semi-definite
                                    B. It could not be used to simulate correlated asset paths
                                    C. Some portfolios could have a negative variance
                                    D. All the above statements are true


                                    Question 2

                                    The correlation between two asset returns is 1. What is the smallest eigenvalue of their correlation matrix?

                                    A. None of the above
                                    B. 1
                                    C. 0
                                    D. 0.5


                                    Question 3

                                    In statistical hypothesis tests, 'Type I error' refers to the situation in which...

                                    A. The null hypothesis is rejected when in fact it should have been accepted
                                    B. The null hypothesis is accepted when in fact it should have been rejected
                                    C. Both null hypothesis and alternative hypothesis are accepted
                                    D. Both null hypothesis and alternative hypothesis are rejected


                                    Question 4

                                    Which of the following statements is true?

                                    A. Discrete and continuous compounding produce the same results if the discount rate is positive.
                                    B. Continuous compounding is the better method because it results in higher present values compared to discrete compounding.
                                    C. The constant plays an important role in the mathematical description of continuous compounding.
                                    D. Continuous compounding can be thought as making the compounding period infinitesimally small.


                                    Question 5

                                    The gradient of a function f(x, y, z) = x + y2 - x y z at the point x = y = z = 1 is

                                    A. (0, 1, -1)
                                    B. (1, 1, 1)
                                    C. (0, 0, 0)
                                    D. (0, 2, 1)


                                    Solutions:

                                    Question 1
                                    Answer: D
                                    Question 2
                                    Answer: C
                                    Question 3
                                    Answer: A
                                    Question 4
                                    Answer: D
                                    Question 5
                                    Answer: A

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