Financial Modeling & Forecasting Flashcards
7 cards from real CIA practice questions. Tap to flip, then mark Knew It or Still Learning — missed cards come back until you master them.
Read the first 7 Financial Modeling & Forecasting flashcards as text
In a discounted cash flow (DCF) model used for property insurance valuation, which discount rate is most appropriate for reflecting the insurer's cost of capital?
Answer: Weighted average cost of capital (WACC)
WACC blends the cost of debt and equity financing, making it the standard discount rate in DCF models for insurance valuations.
A property insurer uses a combined ratio forecast of 102% for the next fiscal year. What does this indicate about underwriting profitability?
Answer: The insurer will experience a 2% underwriting loss
A combined ratio above 100% indicates that losses and expenses exceed earned premiums, resulting in an underwriting loss.
Which financial modeling technique is best suited for estimating the range of possible outcomes when multiple uncertain variables affect property loss projections?
Answer: Monte Carlo simulation
Monte Carlo simulation runs thousands of scenarios across multiple uncertain inputs to produce a probability distribution of outcomes.
An appraiser builds a replacement cost forecast model using a construction cost index. If the index increases from 180 to 198 over two years, what is the approximate annualized cost inflation rate?
Answer: 5%
The total increase is 10% over two years; the annualized rate is approximately √1.10 − 1 ≈ 4.88%, which rounds to 5%.
In insurance financial modeling, 'trend factors' applied to historical loss data primarily adjust for which of the following?
Answer: Inflation and shifts in claim severity over time
Trend factors adjust historical loss data to reflect current cost levels and claim settlement patterns, accounting for inflation and severity drift.
A catastrophe loss model produces a 1-in-100-year probable maximum loss (PML) estimate of $50 million. How should an appraiser interpret this figure?
Answer: There is a 1% annual probability of losses reaching or exceeding $50M
A 1-in-100-year PML means there is a 1% annual exceedance probability — losses of this magnitude or greater are expected to occur with 1% likelihood in any given year.
When forecasting future premium revenue for a property insurer, which variable has the LEAST direct influence on earned premium projections?
Answer: Current federal funds rate
Earned premium is driven by retention rates, pricing, and volume of policies in force; the federal funds rate affects investment income but not earned premium directly.