Medium Market Microstructure Practice Questions

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

  1. A stock is trading with an NBBO of $40.00 × $40.10. A trade… — According to the Lee–Ready algorithm, how shoul
  2. At what price is the trader's order most likely to execute?
  3. At which price will the auction clear to maximize volume?
  4. If a stock's effective spread is $0.06 and the 5-minute realized spread for the same trade is -0.02, what is t
  5. If the trader's actual intent is to buy 5,000 shares at $49.98, how does the 50,000-share order facilitate thi
  6. If the market maker observes a net order imbalance of +10,000 shares (more buyers than sellers), what is the n
  7. By selecting the best quote over their custodian's original quote of $1.08100, how much does the fund save?
  8. If options market makers are net 'short gamma,' what is the expected impact of their delta-hedging activity as
  9. According to Roll's model, if the autocovariance of price changes for a stock is -0.0075, what is the estimate
  10. According to the Reg NMS Sub-Penny Rule (Rule 612), how should the trading venue handle this order?
  11. If the market maker applies quote shading with a parameter κ = 0.0001, how will they adjust their midpoint fro
  12. What action should the AP take to lock in an arbitrage profit?
  13. A stock is priced at $1.05. A market participant submits a q… — Why is this quote rejected under Rule 612 of R
  14. According to the Glosten-Milgrom framework, what is the adverse selection component of the half-spread?
  15. Using Roll's estimator, what is the estimated bid-ask spread?
  16. If the trader provides liquidity by selling at $42.45 in the auction, what is the primary risk to their profit
  17. If the probability of an informed trader is α = 0.3, what ask price should a competitive dealer set to ensure
  18. Calculate the expected market impact cost for selling 200,000 shares of a stock trading at $75 with an average
  19. If the previous trade was at $50.02, how would the Lee-Ready algorithm classify this trade?
  20. If the dealer's quote shading parameter κ is $0.00004, what is the new quote midpoint?
  21. What is the theoretical fair value of the futures contract?
  22. If the current midpoint is $100 and the market maker is long 200 shares, what is their optimal bid price?
  23. What is the effective price paid by a buyer who submits a market order?
  24. What does the resulting variance ratio suggest about the stock's price dynamics?
  25. If order processing and inventory costs are negligible, what is the competitive bid-ask spread according to th
  26. Suppose the S&P 500 index is at $5,000 and the fair value of… — Using this symmetric half-cost-per-side band
  27. If the trader then buys their 10,000 shares at $49.96 and cancels the fake order, how much did they 'save' com
  28. If the best bid is $25.00 and the mid-quote was previously $25.05, what is the effective spread paid on this t
  29. What is the total implementation shortfall in basis points?
  30. If the trader requires a margin of safety (risk premium) of $1.50 due to estimation uncertainty, should they t

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