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

  • Exam Code: 8007
  • Exam Name: Exam II: Mathematical Foundations of Risk Measurement - 2015 Edition
  • Updated: Jul 26, 2026
  • Q & A: 133 Questions and Answers

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PRMIA 8007 Exam Syllabus Topics:

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

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

                                    1. An indefinite integral of a polynomial function is

                                    A) always positive
                                    B) none of the above
                                    C) always increasing
                                    D) always less than the function itself


                                    2. 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


                                    3. A linear regression gives the following output:
                                    Figures in square brackets are estimated standard errors of the coefficient estimates. What is the value of the test statistic for the hypothesis that the coefficient of is zero against the alternative that is less than zero?

                                    A) 0.125
                                    B) 2.5
                                    C) -1.25
                                    D) -2.5


                                    4. Which of the following statements about variance and standard deviation are correct?
                                    1. When calculated based on a sample of the population data, one has to correct for any bias in the result by using the number of degrees of freedom in the calculation
                                    2. Variance is in square root units of the underlying data, whereas standard deviation is in units of the underlying data
                                    3. When considering independent variables, variance is additive, while standard deviation is not

                                    A) Statements 1 and 2 are correct
                                    B) All three statements are correct
                                    C) Statements 1 and 3 are correct
                                    D) Statements 2 and 3 are correct


                                    5. Which of the provided answers solves this system of equations?
                                    2y - 3x = 3y +x
                                    y2 + x2 = 68

                                    A) x = 1; y = square root of 67
                                    B) x = -2; y = -8
                                    C) x = 2; y = 8
                                    D) x = 2; y = -8


                                    Solutions:

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

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