Medium Quantitative Finance Practice Questions

204 free medium-difficulty Quantitative Finance questions, drawn live from KomFi's calibrated bank. The exam backbone: the difficulty band where most scoring happens.

  1. If the risk-free rate is r = 0.05 and the horizon is T = 0.5 years, what is the no-arbitrage forward price F_0
  2. If the risk-free growth factor is e^rT = 1.02, what is the risk-neutral probability p^* of an upward move?
  3. What is the value of the d_1 parameter in the Black-Scholes formula?
  4. Which statistical property describes a time series where the mean, variance, and autocorrelation structure are
  5. What is the optimal weight w_A for Asset A in the global minimum-variance portfolio?
  6. If the terminal nodes for the stock are 132.69, 100.00, and 75.36, what is the estimated value of the put toda
  7. If the coefficients for node i=50 are a=0.4875, b=-0.0005, and c=0.5125, what is the value V_50 at time n?
  8. What is the estimated OLS beta (slope) of the stock?
  9. What is the long-run probability of being in the Stressed state?
  10. Under the geometric Brownian motion model with μ = 0.12, σ = 0.30, and S_0 = 100, what is the median stock pri
  11. A strategy delivers a sample mean daily return of 0.06% with a sample daily volatility of 1.5% over n = 256 tr
  12. Calculate the one-year survival probability for a corporate bond with a constant hazard rate of λ = 0.04 per y
  13. According to the lognormal property, what is the expected stock price at time T = 1 year if the initial price
  14. What is the minimum stock price move (either direction) required in one day for the trader to break even?
  15. If the assumed recovery rate in the event of default is 40%, what is the implied annual hazard rate (λ)?
  16. A trader buys a bull call spread by purchasing a call at K_1… — What is the maximum possible profit for this s
  17. What is the optimal fraction of wealth to invest in the risky asset?
  18. If the underlying asset moves by $3 in one day, what is the approximate net profit or loss for the day?
  19. Consider a European call and put on a non-dividend-paying stock with S_0 = $60, K = $58, T = 0.5, and r = 4%.
  20. A stock follows geometric Brownian motion dS = μ S dt + σ S dW. Using Itô's Lemma, find the volatility of the
  21. If the risk-free growth factor over the period is 1.02, what is the risk-neutral probability p^* of an up move
  22. If the market assumes a recovery rate of 40%, what is the implied annual hazard rate (default intensity) λ?
  23. Which component of the bid-ask spread compensates the market maker for the risk of trading against a counterpa
  24. Under Girsanov's theorem, if a stock follows dS_t = μ S_t dt + σ S_t dW_t under the real-world measure mathbbP
  25. What is the expected price of the stock in one year, E[S_1]?
  26. Which numerical method for option pricing is generally preferred for high-dimensional contracts, such as an op
  27. Given a risk-free rate of 3%, which strategy is superior on a risk-adjusted basis according to the Sharpe Rati
  28. What is the long-run (unconditional) daily volatility of the asset?
  29. Given S_0 = 50, K = 52, r = 4%, T = 0.5, and a risk-neutral probability of finishing in-the-money of 42%, what
  30. Using a simple credit spread approximation, what is the implied annual hazard rate λ for a bond trading at a s

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