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name: statistics
version: 0.10.4.0
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 autocorrelation analysis.
.
* Random variate generation under several different distributions.
.
* Common statistical tests for significant differences between
samples.
.
Changes in 0.10.4.0
.
* Support for versions of GHC older than 7.2 is discontinued.
.
* All datatypes now support 'Data.Binary' and 'GHC.Generics'.
.
Changes in 0.10.3.0
.
* Bug fixes
.
Changes in 0.10.2.0
.
* Bugs in DCT and IDCT are fixed.
.
* Accesors for uniform distribution are added.
.
* 'ContGen' instances for all continous distribtuions are added.
.
* Beta distribution is added.
.
* Constructor for improper gamma distribtuion is added.
.
* Binomial distribution allows zero trials.
.
* Poisson distribution now accept zero parameter.
.
* Integer overflow in caculation of Wilcoxon-T test is fixed.
.
* Bug in 'ContGen' instance for normal distribution is fixed.
.
Changes in 0.10.1.0
.
* Kolmogorov-Smirnov nonparametric test added.
.
* Pearson's chi squared test added.
.
* Type class for generating random variates for given distribution
is added.
.
* Modules 'Statistics.Math' and 'Statistics.Constants' are moved to
the @math-functions@ package. They are still available but marked
as deprecated.
license: BSD3
license-file: LICENSE
homepage: https://github.com/bos/statistics
bug-reports: https://github.com/bos/statistics/issues
author: Bryan O'Sullivan <bos@serpentine.com>
maintainer: Bryan O'Sullivan <bos@serpentine.com>
copyright: 2009, 2010, 2011 Bryan O'Sullivan
category: Math, Statistics
build-type: Simple
cabal-version: >= 1.8
extra-source-files:
ChangeLog
README.markdown
benchmark/bench.hs
examples/kde/KDE.hs
examples/kde/data/faithful.csv
examples/kde/kde.html
examples/kde/kde.tpl
tests/Tests/Math/gen.py
tests/Tests/Math/Tables.hs
tests/utils/Makefile
tests/utils/fftw.c
library
exposed-modules:
Statistics.Autocorrelation
Statistics.Constants
Statistics.Distribution
Statistics.Distribution.Beta
Statistics.Distribution.Binomial
Statistics.Distribution.CauchyLorentz
Statistics.Distribution.ChiSquared
Statistics.Distribution.Exponential
Statistics.Distribution.FDistribution
Statistics.Distribution.Gamma
Statistics.Distribution.Geometric
Statistics.Distribution.Hypergeometric
Statistics.Distribution.Normal
Statistics.Distribution.Poisson
Statistics.Distribution.StudentT
Statistics.Distribution.Transform
Statistics.Distribution.Uniform
Statistics.Function
Statistics.Math
Statistics.Math.RootFinding
Statistics.Quantile
Statistics.Resampling
Statistics.Resampling.Bootstrap
Statistics.Sample
Statistics.Sample.Histogram
Statistics.Sample.KernelDensity
Statistics.Sample.KernelDensity.Simple
Statistics.Sample.Powers
Statistics.Test.NonParametric
Statistics.Test.ChiSquared
Statistics.Test.KolmogorovSmirnov
Statistics.Test.MannWhitneyU
Statistics.Test.WilcoxonT
Statistics.Test.Types
Statistics.Transform
Statistics.Types
other-modules:
Statistics.Distribution.Poisson.Internal
Statistics.Function.Comparison
Statistics.Internal
Statistics.Test.Internal
build-depends:
base < 5,
binary >= 0.6.3.0,
deepseq >= 1.1.0.2,
erf,
monad-par >= 0.3.4,
mwc-random >= 0.11.0.0,
math-functions >= 0.1.2,
primitive >= 0.3,
vector >= 0.7.1,
vector-algorithms >= 0.4,
vector-binary-instances >= 0.2.1
if impl(ghc >= 6.10)
build-depends:
base >= 4
-- gather extensive profiling data for now
ghc-prof-options: -auto-all
ghc-options: -O2 -Wall -funbox-strict-fields
if impl(ghc >= 6.8)
ghc-options: -fwarn-tabs
test-suite tests
type: exitcode-stdio-1.0
hs-source-dirs: tests
main-is: tests.hs
other-modules:
Tests.Distribution
Tests.Helpers
Tests.Function
Tests.NonparametricTest
Tests.NonparametricTest.Table
Tests.Transform
Tests.KDE
ghc-options:
-Wall -threaded -rtsopts
build-depends:
base,
ieee754 >= 0.7.3,
HUnit,
QuickCheck >= 2,
test-framework,
test-framework-quickcheck2,
test-framework-hunit,
math-functions,
mwc-random,
statistics,
primitive,
vector,
vector-algorithms,
erf
source-repository head
type: git
location: https://github.com/bos/statistics
source-repository head
type: mercurial
location: https://bitbucket.org/bos/statistics
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