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PRMIA 8007 Exam Syllabus Topics:

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

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

                                    1. Maximum likelihood estimation is a method for:

                                    A) Solving a portfolio optimization problem
                                    B) Finding parameter estimates of a given density function
                                    C) Estimating the solution of a partial differential equation
                                    D) Estimating the implied volatility of a simple European option


                                    2. 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) 2.5
                                    B) 0.125
                                    C) -2.5
                                    D) -1.25


                                    3. Which of the following statements is true for symmetric positive definite matrices?

                                    A) One of its eigenvalues equals 0
                                    B) Its eigenvalues are all positive
                                    C) If a is its eigenvalue, then -a is also its eigenvalue
                                    D) If a is its eigenvalue, then is also its eigenvalue


                                    4. Identify the type and common element (that is, common ratio or common difference) of the following sequence: 6, 12, 24

                                    A) arithmetic sequence, common difference 2
                                    B) geometric sequence, common ratio 3
                                    C) arithmetic sequence, common ratio 2
                                    D) geometric sequence, common ratio 2


                                    5. 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 less than 1?

                                    A) 0.96
                                    B) 0.32
                                    C) 1.92
                                    D) 0.64


                                    Solutions:

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

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