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

  • Exam Code: 8007
  • Exam Name: Exam II: Mathematical Foundations of Risk Measurement - 2015 Edition
  • Updated: Aug 04, 2026     Q & A: 133 Questions and Answers

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PRMIA 8007 Exam Syllabus Topics:

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

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

                                    1. What is the total derivative of the function f(x,y) = ln(x+y), where ln() denotes the natural logarithmic function?

                                    A) (x + y) / (x+y)
                                    B) -x/(x+y) - y/(x+y)
                                    C) ln(x+y) x + ln(x+y) y
                                    D) 1 / (x+y)


                                    2. 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) 1/3 and 8/17
                                    B) 9/25 and 12/25
                                    C) 2/5 and 3/5
                                    D) 2/5 and 1/2


                                    3. 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) Multiple time-series regression
                                    B) Simple time-series regression
                                    C) Multiple cross-section regression
                                    D) Simple cross-section regression


                                    4. You invest $2m in a bank savings account with a constant interest rate of 5% p.a. What is the value of the investment in 2 years time if interest is compounded quarterly?

                                    A) $2.205,000
                                    B) $2,210,342
                                    C) None of them
                                    D) $2,208,972


                                    5. Calculate the determinant of the following matrix:

                                    A) 2
                                    B) -4.25
                                    C) 4.25
                                    D) 4


                                    Solutions:

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

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