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In Multiple-choice Examination with Three Possible Answers for Each of Five Questions Out of Which Only One is Correct, What is the Probability that Candidate Would Get Four Or More Correct Answers

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प्रश्न

In a multiple-choice examination with three possible answers for each of the five questions out of which only one is correct, what is the probability that a candidate would get four or more correct answers just by guessing?

योग
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उत्तर

Let X be the number of right answers in the 5 questions. 
X can take values 0,1,2...5.
X follows a binomial distribution with n =5

\[p = \text{ probability of guessing right answer }  = \frac{1}{3} \]
\[q = \text{ probability of guessing wrong answer }  = \frac{2}{3}\]
\[\text{ Hence, the distribution is given by } \]
\[P(X = r) = ^{5}{}{C}_r \left( \frac{1}{3} \right)^r \left( \frac{2}{3} \right)^{5 - r} , r = 0, 1, 2, . . . 5\]
\[ \therefore P(\text{ The student guesses 4 or more correct answers} ) = P(X \geq 4) \]
\[ = P(X = 4) + P(X = 5)\]
\[ =^{5}{}{C}_4 \left( \frac{1}{3} \right)^4 \left( \frac{2}{3} \right)^1 + ^{5}{}{C}_5 \left( \frac{1}{3} \right)^5 \left( \frac{2}{3} \right)^0 \]
\[ = \frac{10 + 1}{3^5}\]
\[ = \frac{11}{243}\]

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