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Hypergeometric distribution
In probability theory and statistics, the hypergeometric distribution is a discrete probability distribution that describes the probability of successes (random draws for which the object drawn has a specified feature) in draws, without replacement, from a finite population of size that contains exactly objects with that feature, where in each draw is either a success or a failure. In contrast, the binomial distribution describes the probability of successes in draws with replacement.
The following conditions characterize the hypergeometric distribution:
A random variable follows the hypergeometric distribution if its probability mass function (pmf) is given by
where
The pmf is positive when .
A random variable distributed hypergeometrically with parameters , and is written and has probability mass function above.
As required, we have
which essentially follows from Vandermonde's identity from combinatorics.
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Hypergeometric distribution
In probability theory and statistics, the hypergeometric distribution is a discrete probability distribution that describes the probability of successes (random draws for which the object drawn has a specified feature) in draws, without replacement, from a finite population of size that contains exactly objects with that feature, where in each draw is either a success or a failure. In contrast, the binomial distribution describes the probability of successes in draws with replacement.
The following conditions characterize the hypergeometric distribution:
A random variable follows the hypergeometric distribution if its probability mass function (pmf) is given by
where
The pmf is positive when .
A random variable distributed hypergeometrically with parameters , and is written and has probability mass function above.
As required, we have
which essentially follows from Vandermonde's identity from combinatorics.
