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Question: Answered & Verified by Expert
In a multiple-choice test, an examinee either knows the correct answer with probability $\mathrm{p}$, or guesses with probability $1-\mathrm{p}$. The probability of answering a question
correctly is $\frac{1}{\mathrm{~m}}$, if he or she merely guesses. If the examinee
answers a question correctly, the probability that he or she really knows the answer is
MathematicsProbabilityNDANDA 2017 (Phase 2)
Options:
  • A $\frac{\mathrm{mp}}{1+\mathrm{mp}}$
  • B $\frac{m p}{1+(m-1) p}$
  • C $\frac{(\mathrm{m}-1) \mathrm{p}}{1+(\mathrm{m}-1) \mathrm{p}}$
  • D $\frac{(\mathrm{m}-1) \mathrm{p}}{1+\mathrm{mp}}$
Solution:
1842 Upvotes Verified Answer
The correct answer is: $\frac{m p}{1+(m-1) p}$
Probability of knowing correct answer $=\mathrm{p}$ Probability to guess correct answer $=(1-\mathrm{p})\left(\frac{1}{\mathrm{~m}}\right)$
Probability to answer correctly $=\mathrm{p}+\frac{1-\mathrm{p}}{\mathrm{m}}$
So, required probability $=\frac{p}{p+\frac{1-p}{m}}=\frac{m p}{m p+1-p}$.
$=\frac{\mathrm{mp}}{1+\mathrm{p}(\mathrm{m}-1)}$

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