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 three 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, and autocorrelation analysis.
Random variate generation under several different distributions.
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Versions | 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 |
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Dependencies | base (<5), erf, time, uvector (>=0.1.0.4), uvector-algorithms (>=0.2) [details] |
License | BSD-3-Clause |
Copyright | 2009 Bryan O'Sullivan |
Author | Bryan O'Sullivan <bos@serpentine.com> |
Maintainer | Bryan O'Sullivan <bos@serpentine.com> |
Category | Math, Statistics |
Home page | http://darcs.serpentine.com/statistics |
Uploaded | by BryanOSullivan at Sat Sep 19 05:42:36 UTC 2009 |
Distributions | Arch:0.14.0.2, Debian:0.13.2.3, Fedora:0.14.0.2, FreeBSD:0.13.2.3, LTSHaskell:0.14.0.2, NixOS:0.14.0.2, Stackage:0.14.0.2, openSUSE:0.14.0.2 |
Downloads | 55384 total (337 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] Hackage Matrix CI |
Modules
[Index]
Downloads
- statistics-0.3.2.tar.gz [browse] (Cabal source package)
- Package description (as included in the package)