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18 February, 21:06

A box has five items, three good and two defective. three items are selected at random without replacement. let x be the number of defective items selected. find the probability mass function of x.

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  1. 18 February, 23:31
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    This problem can be solved from first principles, case by case. However, it can be solved systematically using the hypergeometric distribution, based on the characteristics of the problem:

    - known number of defective and non-defective items.

    - no replacement

    - known number of items selected.

    Let

    a=number of defective items selected

    A=total number of defective items

    b=number of non-defective items selected

    B=total number of non-defective items

    Then

    P (a, b) = C (A, a) C (B, b) / C (A+B, a+b)

    where

    C (n, r) = combination of r items selected from n,

    A+B=total number of items

    a+b=number of items selected

    Given:

    A=2

    B=3

    a+b=3

    PMF:

    P (0,3) = C (2,0) C (3,3) / C (5,3) = 1*1/10=1/10

    P (1,2) = C (2,1) C (3,2) / C (5,3) = 2*3/10=6/10

    P (2,0) = C (2,2) C (3,1) / C (5,3) = 1*3/10=3/10

    Check: (1+6+3) / 10=1 ok

    note: there are only two defectives, so the possible values of x are {0,1,2}

    Therefore the

    PMF:

    { (0, 0.1), (1, 0.6), (2, 0.3) }
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