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|
name: statistics
version: 0.16.2.1
synopsis: A library of statistical types, data, and functions
description:
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.
license: BSD2
license-file: LICENSE
homepage: https://github.com/haskell/statistics
bug-reports: https://github.com/haskell/statistics/issues
author: Bryan O'Sullivan <bos@serpentine.com>, Alexey Khudaykov <alexey.skladnoy@gmail.com>
maintainer: Alexey Khudaykov <alexey.skladnoy@gmail.com>
copyright: 2009-2014 Bryan O'Sullivan
category: Math, Statistics
build-type: Simple
cabal-version: >= 1.10
extra-source-files:
README.markdown
benchmark/bench.hs
changelog.md
examples/kde/KDE.hs
examples/kde/data/faithful.csv
examples/kde/kde.html
examples/kde/kde.tpl
tests/Tests/Math/Tables.hs
tests/Tests/Math/gen.py
tests/utils/Makefile
tests/utils/fftw.c
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
library
default-language: Haskell2010
exposed-modules:
Statistics.Autocorrelation
Statistics.ConfidenceInt
Statistics.Correlation
Statistics.Correlation.Kendall
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.Resampling.Bootstrap
Statistics.Sample
Statistics.Sample.Internal
Statistics.Sample.Histogram
Statistics.Sample.KernelDensity
Statistics.Sample.KernelDensity.Simple
Statistics.Sample.Normalize
Statistics.Sample.Powers
Statistics.Test.ChiSquared
Statistics.Test.KolmogorovSmirnov
Statistics.Test.KruskalWallis
Statistics.Test.MannWhitneyU
-- Statistics.Test.Runs
Statistics.Test.StudentT
Statistics.Test.Types
Statistics.Test.WilcoxonT
Statistics.Transform
Statistics.Types
other-modules:
Statistics.Distribution.Poisson.Internal
Statistics.Internal
Statistics.Test.Internal
Statistics.Types.Internal
build-depends: base >= 4.9 && < 5
--
, math-functions >= 0.3.4.1
, mwc-random >= 0.15.0.0
, random >= 1.2
--
, aeson >= 0.6.0.0
, async >= 2.2.2 && <2.3
, deepseq >= 1.1.0.2
, binary >= 0.5.1.0
, primitive >= 0.3
, dense-linear-algebra >= 0.1 && <0.2
, parallel >= 3.2.2.0 && <3.3
, vector >= 0.10
, vector-algorithms >= 0.4
, vector-th-unbox
, vector-binary-instances >= 0.2.1
, data-default-class >= 0.1.2
-- Older GHC
if impl(ghc < 7.6)
build-depends:
ghc-prim
ghc-options: -O2 -Wall -fwarn-tabs -funbox-strict-fields
test-suite statistics-tests
default-language: Haskell2010
type: exitcode-stdio-1.0
hs-source-dirs: tests
main-is: tests.hs
other-modules:
Tests.ApproxEq
Tests.Correlation
Tests.Distribution
Tests.ExactDistribution
Tests.Function
Tests.Helpers
Tests.KDE
Tests.Matrix
Tests.Matrix.Types
Tests.NonParametric
Tests.NonParametric.Table
Tests.Orphanage
Tests.Parametric
Tests.Serialization
Tests.Transform
Tests.Quantile
ghc-options:
-Wall -threaded -rtsopts -fsimpl-tick-factor=500
build-depends: base
, statistics
, dense-linear-algebra
, QuickCheck >= 2.7.5
, binary
, erf
, aeson
, ieee754 >= 0.7.3
, math-functions
, primitive
, tasty
, tasty-hunit
, tasty-quickcheck
, tasty-expected-failure
, vector
, vector-algorithms
source-repository head
type: git
location: https://github.com/haskell/statistics
|
