The statistics package
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.
Properties
| 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 |
|---|---|
| Dependencies | base (<5), erf, mwc-random (≥0.8.0.3), primitive (≥0.3), time, vector (≥0.7.0.0), vector-algorithms (≥0.4) |
| License | BSD3 |
| Copyright | 2009, 2010 Bryan O'Sullivan |
| Author | Bryan O'Sullivan <bos@serpentine.com> |
| Maintainer | Bryan O'Sullivan <bos@serpentine.com> |
| Category | Math, Statistics |
| Home page | http://bitbucket.org/bos/statistics |
| Bug tracker | http://bitbucket.org/bos/statistics/issues |
| Source repository | hg clone http://bitbucket.org/bos/statistics |
| Upload date | Tue Feb 1 05:11:13 UTC 2011 |
| Uploaded by | BryanOSullivan |
| Built on | ghc-7.0 |
| Distributions | NixOS: 0.10.4.1, Debian: 0.5.1.0, FreeBSD: 0.10.3.1 |
Modules
Downloads
- statistics-0.8.0.5.tar.gz (Cabal source package)
- package description (included in the package)