In a manufacturing plant, the probability of making a defective bolt is 0.1. Find the mean and standard deviation of defective bolts in a total of 900 bolts.
In a manufacturing plant, the probability of making a defective bolt is 0.1. The mean and standard deviation of defective bolts in a total of 900 bolts are respectively
(A) 90 and 9, (B) 9 and 90, (C) 81 and 9, (D) 9 and 81.
(GATE 2000)
Answer: (A) 90 and 9
Explanation:
Let $X$ be a random variable that denotes the number of defective bolts.
Here, $X$ follows a binomial distribution with the parameters $p = 0.1$ and $n = 900$.
Therefore, mean $= E(X) = n \times p = 0.1 \times 900 = 90$, and
standard deviation $= \sqrt{n \times p \times (1 -p)} = \sqrt{900 \times 0.1 \times (1 - 0.1)} = 9$.
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