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12 June, 13:03

Let x be a random variable from a binomial distribution with n = 40 and p = 0.9. If a normal approximation is appropriate, give the distribution of x' that would be used in the approximation.

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  1. 12 June, 13:07
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    Step-by-step explanation:

    Given that x is a random variable from a binomial distribution with n = 40 and p = 0.9.

    We find that mean = np = 36 and variance = npq = 3.6

    Std dev = square root of variance = 1.897

    When we approximate binomial to normal we say

    X' is Normal with mean = 36 and std dev = 1.897

    X' is N (36, 1.897)

    Note:

    The condition for binomial approximating to normal is p should be close to 1/2

    Here p is 0.9 and also nq=4 is very small.

    So normal approximation may not give accurate results.
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