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PRMIA 8007 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Numerical Methods & Financial Mathematics15%- Time value of money
- Basics of risk modeling
- Root finding and approximation
Topic 2: 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
          Topic 3: Calculus and Functions20%- Single-variable calculus
          • 1. Derivatives and applications
            • 2. Integrals and applications
              • 3. Limits and continuity
                - Multivariable calculus
                • 1. Partial derivatives
                  • 2. Optimization
                    Topic 4: Linear Algebra and Matrix Theory20%- Matrix operations
                    • 1. Determinants and trace
                      • 2. Addition, multiplication, inversion
                        - Vectors and eigenvalues
                        • 1. Diagonalization
                          • 2. Eigenvalues and eigenvectors
                            Topic 5: Statistics and Regression Analysis20%- Descriptive statistics
                            • 1. Correlation and covariance
                              • 2. Measures of location and dispersion
                                - Linear regression
                                • 1. Hypothesis testing and confidence intervals
                                  • 2. Simple and multiple regression

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

                                    Question 1

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

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


                                    Question 2

                                    Consider the following distribution data for a random variable X: What is the mean and variance of X?

                                    A. 3.4 and 3.84
                                    B. 3.5 and 3.45
                                    C. None of these
                                    D. 3.6 and 7.15


                                    Question 3

                                    The gradient of a smooth function is

                                    A. a vector that shows the direction of fastest change of a function
                                    B. matrix of second partial derivatives of a function
                                    C. infinite at a maximum point
                                    D. a matrix containing the function's second partial derivatives


                                    Question 4

                                    You intend to invest $100 000 for five years. Four different interest payment options are available. Choose the interest option that yields the highest return over the five year period.

                                    A. a continuously-compounded rate of 4%
                                    B. a quarterly-compounded rate of 4.1%
                                    C. a lump-sum payment of $22 500 on maturity (in five years)
                                    D. an annually compounded rate of 4.15%


                                    Question 5

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

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


                                    Solutions:

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

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