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PRMIA 8007 Exam Syllabus Topics:

SectionWeightObjectives
Statistics and Regression Analysis20%- Linear regression
  • 1. Hypothesis testing and confidence intervals
    • 2. Simple and multiple regression
      - Descriptive statistics
      • 1. Measures of location and dispersion
        • 2. Correlation and covariance
          Calculus and Functions20%- Multivariable calculus
          • 1. Partial derivatives
            • 2. Optimization
              - Single-variable calculus
              • 1. Integrals and applications
                • 2. Derivatives and applications
                  • 3. Limits and continuity
                    Numerical Methods & Financial Mathematics15%- Time value of money
                    - Basics of risk modeling
                    - Root finding and approximation
                    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
                            Linear Algebra and Matrix Theory20%- Matrix operations
                            • 1. Determinants and trace
                              • 2. Addition, multiplication, inversion
                                - Vectors and eigenvalues
                                • 1. Diagonalization
                                  • 2. Eigenvalues and eigenvectors

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

                                    Question #1

                                    An option has value 10 when the underlying price is 99 and value 9.5 when the underlying price is 101.
                                    Approximate the value of the option delta using a first order central finite difference.

                                    • A. -0.5
                                    • B. 0.25
                                    • C. -0.25
                                    • D. -4
                                    Reveal Solution  Discussion  0

                                    Correct Answer: C  🗳️

                                    Question #2

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

                                    • A. All the above statements are true
                                    • B. There would be no Cholesky decomposition matrix
                                    • C. One or more of its eigenvalues would be negative
                                    • D. Some portfolios could have a negative variance
                                    Reveal Solution  Discussion  0

                                    Correct Answer: A  🗳️

                                    Question #3

                                    Find the roots, if they exist in the real numbers, of the quadratic equation

                                    • A. -4 and 2
                                    • B. 1 and 0
                                    • C. No real roots
                                    • D. 4 and -2
                                    Reveal Solution  Discussion  0

                                    Correct Answer: C  🗳️

                                    Question #4

                                    I have $5m to invest in two stocks: 75% of my capital is invested in stock 1 which has price 100 and the rest is invested in stock 2, which has price 125. If the price of stock 1 falls to 90 and the price of stock 2 rises to 150, what is the return on my portfolio?

                                    • A. -5%
                                    • B. 5%
                                    • C. 2.50%
                                    • D. -2.50%
                                    Reveal Solution  Discussion  0

                                    Correct Answer: D  🗳️

                                    Question #5

                                    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. 9/25 and 12/25
                                    • B. 2/5 and 1/2
                                    • C. 1/3 and 8/17
                                    • D. 2/5 and 3/5
                                    Reveal Solution  Discussion  0

                                    Correct Answer: A  🗳️

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