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sampson

v0.2.8

Published

A statistical sampling and distribution library with a whole lot of horse-power.

Downloads

6,010

Vulnerabilities

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Links

Git

Maintainers

atgjackatgjack

Keywords

Readme

Sampson.js

npm CircleCI branch Codecov

A Statistical Sampling and Distribution Library. Named after the largest horse ever, it goes to show that small chances can lead to big things.

Currently has the following:

Distributions

  • Bernoulli
  • Binomial
  • Cauchy
  • Chi-Square
  • Exponential
  • Gamma
  • Normal
  • Student's T
  • Weibull
  • Uniform
  • Pareto
  • Poisson

Statistics

  • Sample
  • T-Tests

General Functions

  • n Choose k
  • Error Function
  • Factorial
  • Gamma
  • Lower Incomplete Gamma Function
  • Log-Gamma
  • Mean
  • Median
  • Mode
  • Percentile
  • Quantile
  • Range
  • Select
  • Standard Deviation
  • Stirling's Approximation
  • Summation
  • Nth Power Deviation Summation
  • Variance
  • Z-Score

Major references:

  • https://github.com/ampl/gsl
  • https://github.com/jstat/jstat
  • https://pomax.github.io/bezierinfo/
  • https://github.com/simple-statistics/simple-statistics
  • http://www.itl.nist.gov/div898/handbook/eda/section3/eda366.htm