Question
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Mar 25, 2008, 07:09 PM
| | New Member | | Join Date: Mar 2008
Posts: 3
| | | Hiring Probability Question:
Of 64 qualified applicants for job classification B, 16 have long hair. In the past the agency hired 8 positions. If the agency hired without regard to hair length, what is the probability of hiring 7 people with long hair out of the eight new hires? Would you say that the agency discriminated?
In order to solve the problem, I need n ( the number of trials), r ( the number of successes) p ( the probability that the event will be a success and q( 1-p).
Here is my problem. I think that r = 7, because the problem states that we want to know about hiring 7 long hairs out of 8 openings. Is this correct?
I think that n = 16 because even though there are 64 qualified applicants, only 16 of them have long hair. Is this correct?
I am so unsure of p. I'm not sure if it is 7/64, because we want 7 out of the 64 to get hired, or if it is 7 out of 8, because we want 7 of the 8 new hires to have long hire.
Please help, I am pulling my hair out over this one. | | | | | | |
Answers
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Mar 26, 2008, 04:03 AM
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#2
| | | Mathematics Expert
Join Date: Sep 2006 Location: Chaneysville, Pa.
Posts: 975
| This appears to be a hypergeometric distribution.
Given a population of N items with k successes and N-k failures, the probability of selecting a sample of size n that has x successes and n-x failures is given by
N=64, k=16, n=8, x=7.
Can you put it together using the formula?. Intuitively, one would think the probability is rather low. Much less than 7/64. |
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Mar 26, 2008, 04:25 AM
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#3
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Join Date: Jan 2008 Location: Atlanta
Posts: 226
| Frequently the issue with problems like this is getting through the mumbo jumbo. I bet you have had some problems where you had black and white beads in a jar that you couldn't see through. This problem is like that.
We know the ratio of black beads (long hair) to white beads (others) in the jar...1:4 (16:64). Now you are drawing at random eight beads. You are being asked what the probability is that seven of them are black beads.
Does this help? |
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Mar 26, 2008, 08:36 AM
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#4
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Join Date: Mar 2008
Posts: 3
| Quote: |
Originally Posted by rodandy12 Frequently the issue with problems like this is getting through the mumbo jumbo. I bet you have had some problems where you had black and white beads in a jar that you couldn't see through. This problem is like that.
We know the ratio of black beads (long hair) to white beads (others) in the jar...1:4 (16:64). Now you are drawing at random eight beads. You are being asked what the probability is that seven of them are black beads.
Does this help? | Yes it dose. You made it seem so much clearer. Thank You, now I'll still have some hair left  |
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Mar 26, 2008, 08:42 AM
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#5
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Join Date: Mar 2008
Posts: 3
| Quote: |
Originally Posted by galactus This appears to be a hypergeometric distribution.
Given a population of N items with k successes and N-k failures, the probability of selecting a sample of size n that has x successes and n-x failures is given by
N=64, k=16, n=8, x=7.
Can you put it together using the formula?. Intuitively, one would think the probability is rather low. Much less than 7/64. |
The formula was diffrent from mine, but it is still kind of the same. I think it's more advanced, but it helped me break the stuff down by reading the breakdown you gave. Thanks much  |
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Mar 26, 2008, 11:50 AM
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#6
| | | Mathematics Expert
Join Date: Sep 2006 Location: Chaneysville, Pa.
Posts: 975
| If you think about it a little, you really don't need the fancy-schmancy formula.
There are 64 people in all from which we are choosing 8. 48 with short hair and 16 with long hair.
We are choosing 7 of the 16 long hairs and 1 of the 48 short hairs.
Therefore, C(48,1)}{C(64,8)}) |
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