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Question 1: In a scenario where the mortality rate for a specific group is plotted against age, what type of graph is most appropriate to interpret this data?

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Question 2: In survival analysis, what does the hazard function represent?

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Question 3: Which of the following would be the most appropriate method to price a portfolio of property insurance policies in areas prone to frequent natural disasters?

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Question 4: In a pricing model for annuities, what would you use to adjust for interest rate risk over the expected term of the policy?

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Question 5: In catastrophe modeling, which of the following is critical for estimating aggregate losses?

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Question 6: How does "Portfolio Optimization" apply to financial modeling in the insurance industry, and what methods do you use to balance risk and return?

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