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Simple stats: Finding standard deviation?

A random sample of 2 people are selected from a group of 5 males and 10 females. Let X be the number of men selected. What is the standard deviation of X?

Seems simple enough, but my brain is fried from studying. The only question I havent been able to get. How would I approach this?

3 Answers

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  • cidyah
    Lv 7
    3 years ago

    This is a hypergeometric distribution.

    2 people out of 15 can be selected in 15C2 = (15*14)/(1*2) = 105 ways

    x (number of men ) can take on values from 0,1,2

    P(x=0) = C(5,0)*C(10,2) /C(15,2) = 9/21

    P(x=1) = C(5,1)*C(10,1) /C(15,2) = 10/21

    P(x=2) = C(5,2)*C(10,0) /C(15,2) = 2/21

    Distribution of x:

    x p(x)

    0 9/21

    1 10/21

    2 2/21

    E(x) = ( (0)(9/21) + (1)(10/21) + (2)(2/21)) = 2/3

    V(x) = ( (0-2/3)^2 (9/21) + (1-2/3)^2 (10/21) + (2-2/3)^2 (2/21)) =26/63 = 0.412698

    Standard deviation of X = sqrt(var(x)) = sqrt(0.412698) = 0.6424

  • ?
    Lv 7
    3 years ago

    You weren't clear whether the sample was with or without replacement. I'm going to assume the sample is selected without replacement, and therefore this process is a hypergeometric distribution (otherwise, with replacement, it would be a binomial distribution).

    You can verify that for a hypergeometric dist, the variance of X is np(1-p)[(N-n)/(N-1)], where n is the sample size, p is the prob of selection, and N is the population size. (If binomial, you dont have the last factor above).

    So the variance is 2(1/3)(2/3)[(15-2)/(15-1)]=.412698.

    So the std dev is sqrt(.412698)=.6424.

  • 3 years ago

    What could happen? MM, MF, FM, FF

    What is the probability of each?

    MM (5/15)(4/14) = 20/210 = 2/21

    MF (5/15)(10/14) = 50/210 = 5/21

    FM (10/15)(5/14) = 50/210 = 5/21

    FF (10/15)(9/14) = 90/210 = 9/21

    Number of men: 2 occurs 2/21

    Number of men: 1 occurs 10/21

    Number of men: 0 occurs 9/21

    Can you take from there?

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