Probability question - hypergeometric distribution?

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Discussion Overview

The discussion revolves around a probability question involving the hypergeometric distribution. Participants explore the scenario of drawing balls from a bag and calculating the probability that one player has at least one ball higher than another player's highest ball. The focus is on understanding the probability calculations and the implications of the choices made in the drawing process.

Discussion Character

  • Exploratory
  • Mathematical reasoning
  • Debate/contested

Main Points Raised

  • One participant presents a scenario where player A has balls numbered 1, 4, 5, and 9, and seeks to find the probability that player C has at least one ball numbered 10 or higher.
  • Another participant suggests considering the remaining balls and calculating the probability that C does not pick any balls higher than 9, leading to the expression (1 - probability that C has all balls lower than A's highest ball).
  • A participant calculates the probability as 1 - (5/12 * 4/11 * 3/10 * 2/9) and expresses concern that the resulting probability seems too high.
  • Another participant agrees with the calculation but emphasizes the difficulty for C to avoid picking any of the 7 balls that are higher than 9, given the limited options available.

Areas of Agreement / Disagreement

Participants express differing views on the interpretation of the probability calculation, with some questioning the high probability result while others affirm the reasoning behind it. The discussion remains unresolved regarding the perceived accuracy of the probability value.

Contextual Notes

Participants do not fully resolve the assumptions regarding the drawing process or the implications of the hypergeometric distribution in this context, leaving some uncertainty in the calculations presented.

AskingQ
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Hi,

I have never quite worked this type of probability question out, so would like some help please.

Imagine this scenario:
There are 4 people sat around a table, A, B, C and D.
A is sitting opposite C, B is sitting opposite D.
There is a bag with 16 balls numbered 1-16.
The balls are randomly drawn so that each person has 4 balls.

Imagine you are A.
And the balls you have are 1,4,5,9.

Now you want to work out what is the probability that C has a ball that is higher than your highest ball i.e. you want to work out whether C has AT LEAST one of 10,11,12,13,14,15, or 16.

Now the way I look at it is that the:
probability of C having ball 10 is 1/3
probability of C having ball 11 is 1/3
probability of C having ball 12 is 1/3
probability of C having ball 13 is 1/3
probability of C having ball 14 is 1/3
probability of C having ball 15 is 1/3
probability of C having ball 16 is 1/3

But I just don't know what to do next. Any assistance would be appreciated.

Thanks.
 
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Well I would look at it this way. There are 7 balls that beat your 9, and 5 balls that lose. So if C is picking 4 balls at random from the other 12 balls available, what are his chances of not picking a ball that is greater than 9?
 
Ah. Ok. So basically you're saying that of the remaining 12 balls, the probability that C has at least one ball higher than my highest ball which is 9 is (1 - probability that C has all balls lower than mine).

Which comes to

1 - (5/12 * 4/11 * 3/10 * 2/9) = 1 - 120/11880 = 0.98...

That seems rather high to me, am I making a silly mistake somewhere?

Thanks.
 
AskingQ said:
Which comes to

1 - (5/12 * 4/11 * 3/10 * 2/9) = 1 - 120/11880 = 0.98...

That seems rather high to me, am I making a silly mistake somewhere?

Thanks.
You are making a silly mistake thinking it is high - look at the balls that are left and think about which combinations C could have that don't have any balls above 9,
 
AskingQ said:
Ah. Ok. So basically you're saying that of the remaining 12 balls, the probability that C has at least one ball higher than my highest ball which is 9 is (1 - probability that C has all balls lower than mine).

Which comes to

1 - (5/12 * 4/11 * 3/10 * 2/9) = 1 - 120/11880 = 0.98...

That seems rather high to me, am I making a silly mistake somewhere?

Thanks.

This is correct. Of the remaining balls, there is only 5 balls that are lower than 9. If C picks 4 random balls out of 12, it's hard for him to always pick out of those 5 which are lower than 9 and get none of the 7 balls that are higher.
 

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