The Guessing Game

A student is attempting an exam with multiple-choice questions with four options for each question. She knows the correct answer for half of the questions and plans to guess the other half.

If a given response is correct, what is the probability that she guessed that answer?

Let P(G) be the probability for her to guess an answer, which we know is half or 1/2. P(G’), the probability she did not assume (because she knows the answer), is 1 – P(G) = 1/2. If she guesses an option, the chance that it is correct is P(C|G) = 1/4 (one in four). On the other hand, P(C|G’), where she did not guess, the probability for it to be correct is 1.

The required probability is P(G|C), or the chance that she guessed, given the correct answer.

\\ P(G|C) = \frac{P(C|G)*P(G)}{P(C|G)*P(G) + P(C|G')*P(G')} \\\\ = \frac{1/4 * 1/2}{1/4 * 1/2 + 1 * 1/2} = 1/5

20% chance.