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12 January, 21:18

Problem: The mean number of bankruptcies filed per minute in the ' States in a recent year was about two. Find the probability that exactly five businesses will file bankruptcy in any given minute.

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  1. 12 January, 21:43
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    The number of companies is quite large. That is, n is quite large.

    The probability that a company declares bankruptcy is quite small, p is quite small.

    np = the mean number of bankruptcies = 2 = a finite number.

    Hence we can apply Poisson distribution for the data.

    P (x=5 | mean = 2) = e-2 25/5! = e-2 * 32/120 = 0.036089

    Alternatively

    =poisson (5,2,0) = 0.036089

    P (x≥ 5 | mean = 2) = 1 - P (x ≤ 4) = 1 - e-2 (1+2+22/2!+23/3!+24/4!) = 1-e-2 (1+2+2+8/6+16/24) = 1-e-2 (7)

    =0.052653

    Alternatively

    = 1 - poisson (4,2,1) = 0.052653

    P (X > 5 | mean = 2) = 1 - p (x

    ≤ 5) = 1 - e-2 (1+2+22/2!+23/3!+24/4!+25/5!) = 1-e-2 (7+4/15)

    =0.016564

    alternatively=1-poisson (5,2,1)

    =0.016564
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