Distributions

César Souza edited this page Aug 18, 2015 · 3 revisions
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Probability distributions

<< examples are available at http://www.codeproject.com/Articles/835786/Statistics-Workbench - also include link for this article here >>

Continuous Distributions

Discrete Distributions

Univariate Distributions

Multivariate Distributions

Density estimation

Property discovery

<< include example for GeneralContinuousDistribution >>

The framework can create and compute metrics of any arbitrary distribution specified only in terms of its PDF, CDF, or both. For instance, given a single PDF function, the framework can automatically determine:

  • The expected value of the distribution whose PDF function was given;
  • Its cumulative distribution function;
  • Its mode;
  • Its median;
  • Its hazard function;
  • and so on.