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Dirichlet Distribution


The Dirichlet distribution with positive parameters alpha_1,...,alpha_k is the distribution on the probability simplex with density proportional to product_(i)x_i^(alpha_i-1). Its normalizing constant is Gamma(sum_(i)alpha_i)/product_(i)Gamma(alpha_i), where Gamma is the gamma function. It is the multivariate generalization of the beta distribution.


See also

Beta Distribution, Gamma Function, Simplex

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References

Kotz, S.; Balakrishnan, N.; and Johnson, N. L. Continuous Multivariate Distributions, Vol. 1, 2nd ed. New York: Wiley, 2000.

Cite this as:

Weisstein, Eric W. "Dirichlet Distribution." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/DirichletDistribution.html

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