egttools.distributions.multivariate_hypergeometric_pdf

multivariate_hypergeometric_pdf(*args, **kwargs)

Overloaded function.

1. multivariate_hypergeometric_pdf(m: typing.SupportsInt | typing.SupportsIndex, k: typing.SupportsInt | typing.SupportsIndex, n: typing.SupportsInt | typing.SupportsIndex, sample_counts: collections.abc.Sequence[typing.SupportsInt | typing.SupportsIndex], population_counts: typing.Annotated[numpy.typing.NDArray[numpy.uint64], “[m, 1]”]) -> float

   Calculate the probability mass function of a multivariate hypergeometric distribution.

   This function returns the probability of observing sample_counts when drawing a sample of size n from a population of size m.

   mint

   Population size.

   kint

   Number of categories in the population.

   nint

   Sample size.

   sample_countslist[int]

   Counts for each category in the sample. Must sum to n.

   population_countsnumpy.ndarray

   Counts for each category in the population. Must sum to m.

   float

   Probability of observing sample_counts.

   egttools.distributions.binom egttools.distributions.comb

2. multivariate_hypergeometric_pdf(m: typing.SupportsInt | typing.SupportsIndex, k: typing.SupportsInt | typing.SupportsIndex, n: typing.SupportsInt | typing.SupportsIndex, sample_counts: typing.Annotated[numpy.typing.NDArray[numpy.uint64], “[m, 1]”], population_counts: typing.Annotated[numpy.typing.NDArray[numpy.uint64], “[m, 1]”]) -> float

   Calculate the probability mass function of a multivariate hypergeometric distribution.

   This function returns the probability of observing sample_counts when drawing a sample of size n from a population of size m.

   mint

   Population size.

   kint

   Number of categories in the population.

   nint

   Sample size.

   sample_countsnumpy.ndarray

   Counts for each category in the sample. Must sum to n.

   population_countsnumpy.ndarray

   Counts for each category in the population. Must sum to m.

   float

   Probability of observing sample_counts.

   egttools.distributions.binom egttools.distributions.comb