Quant interview prep guides

Expected Value of Minimum Interview Questions

Expected value of minimum interview prep for first arrivals, survival probabilities, dice minima, waiting times, and inequality mistakes.

Candidates practicing first-arrival and minimum payoff questions.

Minimum as first arrival

A minimum often represents the first of several times, draws, or thresholds. This makes survival probabilities useful.

Survival method

For a minimum, P(min >= k) means every variable is at least k. That event is often easier than exact equality.

Concrete example

For two dice, P(min >= 3) equals P(both dice are at least 3), which is (4/6)^2.

Waiting-time connection

The first event among several waiting times is a minimum. Expected minimum questions may appear as first-arrival prompts.

Compare maximum

Maximum questions often use all variables below a threshold. Minimum questions often use all variables above a threshold.

Common mistakes

Candidates often reverse the inequality. Write the event in words before converting it to probability.

Practice the pattern

Use the LeetQuidity curriculum and calibration to turn this topic into a focused practice plan.