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Financial Modeling & Forecasting Flashcards

7 cards from real CFP 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

  1. In a leveraged buyout (LBO) model for a fintech acquisition, what is the primary driver of investor returns?

    Answer: Debt paydown, EBITDA growth, and multiple expansion

    LBO returns are generated through three value creation levers: debt paydown (deleveraging), EBITDA growth, and exit multiple expansion.

  2. When forecasting interchange fee revenue for a payments fintech, which variable is the most direct revenue driver?

    Answer: Total Payment Volume (TPV) and average interchange rate

    Interchange revenue equals TPV multiplied by the applicable interchange rate, making both variables the direct revenue drivers.

  3. A financial model uses XNPV instead of NPV in Excel. What does XNPV account for that NPV does not?

    Answer: Irregular cash flow timing

    XNPV discounts cash flows based on actual dates, handling irregular timing, while NPV assumes equally spaced periods.

  4. In a fintech credit model, the Probability of Default (PD) multiplied by Loss Given Default (LGD) multiplied by Exposure at Default (EAD) calculates which metric?

    Answer: Expected Loss (EL)

    Expected Loss = PD × LGD × EAD, representing the average anticipated credit loss on a loan portfolio.

  5. A bottom-up revenue forecast for a digital bank builds revenue from individual product assumptions. What is its main advantage over top-down forecasting?

    Answer: More granular and tied to operational drivers

    Bottom-up forecasting links projections to specific operational drivers (users, products, prices), making the model more actionable and auditable.

  6. What does a 'hockey stick' projection pattern in a fintech financial model typically signal to analysts?

    Answer: Aggressive growth assumptions requiring scrutiny

    Hockey stick projections show flat or slow near-term growth followed by a sudden sharp acceleration, which often reflects overly optimistic assumptions.

  7. In working capital modeling, if a fintech company negotiates longer payment terms with vendors, how does this affect the cash conversion cycle?

    Answer: Cash conversion cycle shortens

    Longer Days Payable Outstanding (DPO) reduces the cash conversion cycle since the company holds onto cash longer before paying suppliers.