Learn Hypergeometric Distribution Online, Definition, Formula, Example

Hypergeometric Distribution Tutorial

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>> What is Cumulative Hypergeometric distribution?

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Hypergeometric Distribution

Definition:

   In statistics, hypergeometric distribution is one of the discrete probability distribution. This distribution is used for calculating the probability for a random selection of an object without repetition. Here, population size is the total number of objects in the experiment.

Formula:

  h(x;N;n;k) = [_kC_x] [_N-kC_n-x] / [_NC_n]
  where,
  N is the total population size.
  n is the total sample size.
  k is the number of selected items from the population size.
  x is a random variable.

Example:

  Consider, 5 balls are chosen randomly from the total of 10 balls without repetition. Calculate the probability of getting exactly 2 red balls out of 6 red balls.

Step1: Find [_kC_x]

where, N=10, n=6, k=5 and x=2

[_kC_x] = ( k! / (k-x)!) / x!
         = (5! / (5-2)!) / 2! = 20 / 2 = 10.

Step2: Find [_N-kC_n-x]

where, N-k=5 and n-x=4

[_N-kC_n-x] = ((N-k)! / ((N-k)-(n-x))!) / (n-x)!
             = ((5! / 1!) / 4!) = 5 / 4! = 5.

Step3: Find [_NC_n]

where, N=10 and n=6

[_NC_n] = ( N! / (N-n)!) / n!)
         = ((10! / 4!) / 6!) = 151200 / 6! = 210.

Step4: Find [_kC_x] [_N-kC_n-x] / [_NC_n]

where,

[_kC_x] = 10, [_N-kC_n-x] = 5 and [_NC_n] = 210.

h(x;N;n;k) = [_kC_x] [_N-kC_n-x] / [_NC_n]
                = [₅C₂] [₅C₄] / [₁₀C₆]
                = (10 x 5) / 210
                = 0.238.

Hence there are 23.8% possibilities for choosing exactly 2 red balls without repetition.

This tutorial will guide you to calculate the hypergeometric distribution problems.

Related Topics:
>> What is Cumulative Hypergeometric distribution?

Related Calculator:
>> Calculate Hypergeometric Distribution online