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PRMIA 8007 Exam Syllabus Topics:

SectionWeightObjectives
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%- Matrix operations
          • 1. Determinants and trace
            • 2. Addition, multiplication, inversion
              - Vectors and eigenvalues
              • 1. Diagonalization
                • 2. Eigenvalues and eigenvectors
                  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
                            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%- Time value of money
                                    - Basics of risk modeling
                                    - Root finding and approximation

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

                                    Question 1

                                    The fundamental theorem of analysis establishes a relation between

                                    A. Integration and differentiation of functions
                                    B. The derivative of a function and the slope of its graph
                                    C. The derivative of a function and the derivative of its inverse function
                                    D. First and second derivative of a function


                                    Question 2

                                    There are two portfolios with no overlapping of stocks or bonds. Portfolio 1 has 6 stocks and 6 bonds.
                                    Portfolio 2 has 4 stocks and 8 bonds. If we randomly select one stock, what is the probability that it came from Portfolio1?

                                    A. 0.6
                                    B. None of these
                                    C. 0.3
                                    D. 0.5


                                    Question 3

                                    If a time series has to be differenced twice in order to be transformed into a stationary series, the original series is said to be:

                                    A. integrated of order 2
                                    B. differential
                                    C. non-linear
                                    D. non-functional


                                    Question 4

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

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


                                    Question 5

                                    Find the first-order Taylor approximation p(x) for the function: at the point .

                                    A. -x
                                    B. x-1
                                    C. x+1
                                    D. -x+1


                                    Solutions:

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

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