# statistics: A library of statistical types, data, and functions

This library provides a number of common functions and types useful in statistics. Our focus is on high performance, numerical robustness, and use of good algorithms. Where possible, we provide references to the statistical literature.

The library's facilities can be divided into four broad categories:

Working with widely used discrete and continuous probability distributions. (There are dozens of exotic distributions in use; we focus on the most common.)

Computing with sample data: quantile estimation, kernel density estimation, bootstrap methods, signigicance testing, and autocorrelation analysis.

Random variate generation under several different distributions.

Common statistical tests for significant differences between samples.

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Versions [faq] | 0.1, 0.2, 0.2.1, 0.2.2, 0.3, 0.3.1, 0.3.2, 0.3.3, 0.3.4, 0.3.5, 0.3.6, 0.4.0, 0.4.1, 0.5.0.0, 0.5.1.0, 0.5.1.1, 0.5.1.2, 0.6.0.0, 0.6.0.1, 0.6.0.2, 0.7.0.0, 0.8.0.0, 0.8.0.1, 0.8.0.2, 0.8.0.3, 0.8.0.4, 0.8.0.5, 0.9.0.0, 0.10.0.0, 0.10.0.1, 0.10.1.0, 0.10.2.0, 0.10.3.0, 0.10.3.1, 0.10.4.0, 0.10.4.1, 0.10.5.0, 0.10.5.1, 0.10.5.2, 0.11.0.0, 0.11.0.1, 0.11.0.2, 0.11.0.3, 0.12.0.0, 0.13.1.0, 0.13.1.1, 0.13.2.0, 0.13.2.1, 0.13.2.2, 0.13.2.3, 0.13.3.0, 0.14.0.0, 0.14.0.1, 0.14.0.2, 0.15.0.0 |
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Dependencies | aeson, base (<4.8), deepseq (>=1.1.0.2 && <1.4), erf, monad-par (>=0.1.0.1), mwc-random (>=0.8.0.5), primitive (>=0.3), time, vector (>=0.7.0.0), vector-algorithms (>=0.4) [details] |

License | BSD-3-Clause |

Copyright | 2009, 2010, 2011 Bryan O'Sullivan |

Author | Bryan O'Sullivan <bos@serpentine.com> |

Maintainer | Bryan O'Sullivan <bos@serpentine.com> |

Revised | Revision 1 made by HerbertValerioRiedel at Mon Jan 5 20:37:24 UTC 2015 |

Category | Math, Statistics |

Home page | http://bitbucket.org/bos/statistics |

Bug tracker | http://bitbucket.org/bos/statistics/issues |

Source repo | head: hg clone http://bitbucket.org/bos/statistics |

Uploaded | by BryanOSullivan at Fri Jul 22 19:38:10 UTC 2011 |

Distributions | Arch:0.15.0.0, Debian:0.14.0.2, Fedora:0.14.0.2, FreeBSD:0.13.2.3, LTSHaskell:0.15.0.0, NixOS:0.15.0.0, Stackage:0.15.0.0 |

Downloads | 62317 total (1137 in the last 30 days) |

Rating | 2.0 (votes: 1) [estimated by rule of succession] |

Your Rating | |

Status | Docs uploaded by user Build status unknown [no reports yet] |

## Modules

[Index]

## Downloads

- statistics-0.9.0.0.tar.gz [browse] (Cabal source package)
- Package description (revised from the package)

Note: This package has metadata revisions in the cabal description newer than included in the tarball. To unpack the package including the revisions, use 'cabal get'.