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Background

  • Motivation
  • Review of key concepts
  • Special functions
  • Software packages
  • Other resources
  • Vignette contents

Univariate discrete

  • Bernoulli distribution
  • Binomial distribution
  • Categorical distribution
  • Discrete Uniform distribution
  • Geometric distribution
  • Hypergeometric distribution
  • Negative Binomial distribution
  • Poisson distribution

Univariate continuous

  • Beta distribution
  • Cauchy distribution
  • Double Exponential (Laplace) distribution
  • Exponential distribution
  • Gamma distribution
  • Half-Cauchy distribution
  • Half-Normal distribution
  • Half-Student-t distribution
  • Inverse Gamma distribution
  • Inverse Gaussian distribution
  • Log-Normal distribution
  • Normal distribution
  • Pareto distribution
  • Student-t distribution
  • Uniform distribution
  • Von Mises distribution
  • Weibull distribution

Multivariate discrete

  • Multinomial distribution

Multivariate continuous

  • Dirichlet distribution
  • Lewandowski-Kurowicka-Joe (LKJ) distribution
  • Multivariate Normal distribution
Probability Distribution Explorer

Last updated on Dec 23, 2024.

© 2019–2024 Justin Bois. This work is licensed under a Creative Commons Attribution License CC-BY 4.0.

This document was prepared at Caltech with financial support from the Donna and Benjamin M. Rosen Bioengineering Center.



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