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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: Jul 18, 2026

Q & A: 133 Questions and Answers

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PRMIA 8007 Exam Syllabus Topics:

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

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

                                    1. When the errors in a linear regression show signs of positive autocorrelation, which of the statements below is true?

                                    A) The regression coefficient will be unbiased, but the standard error of the regression coefficient will be overstated
                                    B) The regression coefficient will be too high and the standard error of the regression coefficient will be understated
                                    C) The regression coefficient will be too low and the standard error of the regression coefficient will be overstated
                                    D) The regression coefficient will be unbiased, but the standard error of the regression coefficient will be understated


                                    2. Kurtosis(X) is defined as the fourth centred moment of X, divided by the square of the variance of X.
                                    Assuming X is a normally distributed variable, what is Kurtosis(X)?

                                    A) 1
                                    B) 2
                                    C) 3
                                    D) 0


                                    3. What is the maximum value for f(x)= 8-(x+3)(x-3)?

                                    A) 17
                                    B) -1
                                    C) None of these
                                    D) 8


                                    4. Which of the following can be used to evaluate a regression model?
                                    (i) Magnitude of R2
                                    (ii) Magnitude of TSS (total sum of squares)
                                    (iii) Tests for statistical significance
                                    (iv) Sign and magnitude of each regression parameter

                                    A) (i), (iii), and (iv)
                                    B) (i) and (iv)
                                    C) (i), (ii), (iii), and (iv)
                                    D) (i), (ii), and (iii)


                                    5. I have a portfolio of two stocks. The weights are 60% and 40% respectively, the volatilities are both 20%, while the correlation of returns is 50%. The volatility of my portfolio is

                                    A) 20%
                                    B) 24.4%
                                    C) 16%
                                    D) 17.4%


                                    Solutions:

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

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