statistics: A library of statistical types, data, and functions
This library provides a number of common functions and types useful in statistics. We focus 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, histograms, bootstrap methods, significance testing, and regression and autocorrelation analysis.
Random variate generation under several different distributions.
Common statistical tests for significant differences between samples.
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Modules
[Index] [Quick Jump]
- Statistics
- Statistics.Autocorrelation
- Statistics.ConfidenceInt
- Statistics.Correlation
- Statistics.Distribution
- Statistics.Distribution.Beta
- Statistics.Distribution.Binomial
- Statistics.Distribution.CauchyLorentz
- Statistics.Distribution.ChiSquared
- Statistics.Distribution.DiscreteUniform
- Statistics.Distribution.Exponential
- Statistics.Distribution.FDistribution
- Statistics.Distribution.Gamma
- Statistics.Distribution.Geometric
- Statistics.Distribution.Hypergeometric
- Statistics.Distribution.Laplace
- Statistics.Distribution.Lognormal
- Statistics.Distribution.NegativeBinomial
- Statistics.Distribution.Normal
- Statistics.Distribution.Poisson
- Statistics.Distribution.StudentT
- Statistics.Distribution.Transform
- Statistics.Distribution.Uniform
- Statistics.Distribution.Weibull
- Statistics.Function
- Statistics.Quantile
- Statistics.Regression
- Statistics.Resampling
- Statistics.Sample
- Test
- Statistics.Transform
- Statistics.Types
Downloads
- statistics-0.16.2.1.tar.gz [browse] (Cabal source package)
- Package description (as included in the package)
Maintainer's Corner
For package maintainers and hackage trustees
Candidates
- No Candidates
Versions [RSS] | 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, 0.15.1.0, 0.15.1.1, 0.15.2.0, 0.16.0.0, 0.16.0.1, 0.16.0.2, 0.16.1.0, 0.16.1.1, 0.16.1.2, 0.16.2.0, 0.16.2.1 (info) |
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Change log | changelog.md |
Dependencies | aeson (>=0.6.0.0), async (>=2.2.2 && <2.3), base (>=4.9 && <5), binary (>=0.5.1.0), data-default-class (>=0.1.2), deepseq (>=1.1.0.2), dense-linear-algebra (>=0.1 && <0.2), ghc-prim, math-functions (>=0.3.4.1), mwc-random (>=0.15.0.0), parallel (>=3.2.2.0 && <3.3), primitive (>=0.3), random (>=1.2), vector (>=0.10), vector-algorithms (>=0.4), vector-binary-instances (>=0.2.1), vector-th-unbox [details] |
Tested with | ghc ==8.4.4, ghc ==8.6.5, ghc ==8.8.4, ghc ==8.10.7, ghc ==9.0.2, ghc ==9.2.8, ghc ==9.4.6, ghc ==9.6.2 |
License | BSD-2-Clause |
Copyright | 2009-2014 Bryan O'Sullivan |
Author | Bryan O'Sullivan <bos@serpentine.com>, Alexey Khudaykov <alexey.skladnoy@gmail.com> |
Maintainer | Alexey Khudaykov <alexey.skladnoy@gmail.com> |
Category | Math, Statistics |
Home page | https://github.com/haskell/statistics |
Bug tracker | https://github.com/haskell/statistics/issues |
Source repo | head: git clone https://github.com/haskell/statistics |
Uploaded | by AlexeyKhudyakov at 2023-09-21T18:43:54Z |
Distributions | Arch:0.16.2.1, Debian:0.15.2.0, Fedora:0.16.2.0, FreeBSD:0.13.2.3, LTSHaskell:0.16.2.1, NixOS:0.16.2.1, Stackage:0.16.2.1, openSUSE:0.16.2.1 |
Reverse Dependencies | 65 direct, 3628 indirect [details] |
Downloads | 119685 total (575 in the last 30 days) |
Rating | 2.25 (votes: 2) [estimated by Bayesian average] |
Your Rating | |
Status | Docs available [build log] Last success reported on 2023-09-21 [all 1 reports] |