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23 October, 14:58

Consider the probability that more than 70 out of 119 CDs will be defective. Assume the probability that a given CD will be defective is 4%. Specify whether the normal curve can be used as an approximation to the binomial probability by verifying the necessary conditions.

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  1. 23 October, 15:00
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    Answer: No, the normal curve cannot be used.

    Step-by-step explanation:

    The theorem of the Normal approximation states that if X is B (n, p) then for large n X is N (np, np (1-p)).

    The accuracy of this approximation is good

    i. for n > [10/p (1-p) ]

    ii. p is close to 1/2

    Hence given p = 4% = 0.04,

    q = 1 - 0.04 = 0.96

    Let N = [10/p (1-p) ]

    We find N = 10/p (1-p) = 10 / (0.04 * 0.96)

    N ~ = 260

    Since n < 260 and p < 0.5

    The approximation is not a good one
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