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All Projects → jgoerner → distribution-cheatsheet

jgoerner / distribution-cheatsheet

Licence: MIT license
📈📄👀A lookup repo for a variety of discrete and continuous distributions (incl. Beta, Binomial, Cauchy, Chi-squared, Geometric, Hypergeometric, Normal & Poisson)

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distributionstatisticslookupbayespoissonpymc3characteristicscauchychi-squaregeometricnormalrandom-variablesdistribution-cheatsheet

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Distribution-cheatsheet

A lookup repo for a variety of distributions (implemented in Python).

Distribution Characteristics

The characteristics of each distribution are seperated into the following paragraphs:

  1. Definition & Formula
  2. Parameter
  3. Implementation in Python
  4. Inference of Parameter

Overview

The following distributions are (or will be) implemented in this repository:

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