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प्रश्न
A bag contains 7 green, 4 white and 5 red balls. If four balls are drawn one by one with replacement, what is the probability that one is red?
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उत्तर
Let X denote the number of red balls drawn from 16 balls with replacement.
X follows a binomial distribution with n = 4,
\[p = \frac{5}{16}, q = 1 - p = \frac{11}{16}\]
\[P(X = r) = ^{4}{}{C}_r \left( \frac{5}{16} \right)^r \left( \frac{11}{16} \right)^{4 - r} \]
\[P(\text{ One ball is red } ) = P(X = 1) \]
\[ = ^{4}{}{C}_1 \left( \frac{5}{16} \right)^1 \left( \frac{11}{16} \right)^{4 - 1} \]
\[ = 4\left( \frac{5}{16} \right) \left( \frac{11}{16} \right)^3 \]
\[ = \frac{5}{4} \left( \frac{11}{16} \right)^3\]
\[P(\text{ One ball is red } ) = P(X = 1) \]
\[ = ^{4}{}{C}_1 \left( \frac{5}{16} \right)^1 \left( \frac{11}{16} \right)^{4 - 1} \]
\[ = 4\left( \frac{5}{16} \right) \left( \frac{11}{16} \right)^3 \]
\[ = \frac{5}{4} \left( \frac{11}{16} \right)^3\]
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