/var/lib/ghc/package.conf.d/statistics-0.10.1.0.conf is in libghc-statistics-dev 0.10.1.0-2.
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version: 0.10.1.0
id: statistics-0.10.1.0-cf20e49bfe33f1d79908621c047b41f0
license: BSD3
copyright: 2009, 2010, 2011 Bryan O'Sullivan
maintainer: Bryan O'Sullivan <bos@serpentine.com>
stability:
homepage: https://github.com/bos/statistics
package-url:
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 0.10.1.0
.
* 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.
.
Changed in 0.10.0.1
.
* @dct@ and @idct@ now have type @Vector Double -> Vector Double@
.
Changes in 0.10.0.0:
.
* The type classes @Mean@ and @Variance@ are split in two. This is
required for distributions which do not have finite variance or
mean.
.
* The @S.Sample.KernelDensity@ module has been renamed, and
completely rewritten to be much more robust. The older module
oversmoothed multi-modal data. (The older module is still
available under the name @S.Sample.KernelDensity.Simple@).
.
* Histogram computation is added, in @S.Sample.Histogram@.
.
* Forward and inverse discrete Fourier and cosine transforms are
added, in @S.Transform@.
.
* Root finding is added, in @S.Math.RootFinding@.
.
* The @complCumulative@ function is added to the @Distribution@
class in order to accurately assess probalities P(X>x) which are
used in one-tailed tests.
.
* A @stdDev@ function is added to the @Variance@ class for
distributions.
.
* The constructor @S.Distribution.normalDistr@ now takes standard
deviation instead of variance as its parameter.
.
* A bug in @S.Quantile.weightedAvg@ is fixed. It produced a wrong
answer if a sample contained only one element.
.
* Bugs in quantile estimations for chi-square and gamma distribution
are fixed.
.
* Integer overlow in @mannWhitneyUCriticalValue@ is fixed. It
produced incorrect critical values for moderately large
samples. Something around 20 for 32-bit machines and 40 for 64-bit
ones.
.
* A bug in @mannWhitneyUSignificant@ is fixed. If either sample was
larger than 20, it produced a completely incorrect answer.
.
* One- and two-tailed tests in @S.Tests.NonParametric@ are selected
with sum types instead of @Bool@.
.
* Test results returned as enumeration instead of @Bool@.
.
* Performance improvements for Mann-Whitney U and Wilcoxon tests.
.
* Module @S.Tests.NonParamtric@ is split into @S.Tests.MannWhitneyU@
and @S.Tests.WilcoxonT@
.
* @sortBy@ is added to @S.Function@.
.
* Mean and variance for gamma distribution are fixed.
.
* Much faster cumulative probablity functions for Poisson and
hypergeometric distributions.
.
* Better density functions for gamma and Poisson distributions.
.
* Student-T, Fisher-Snedecor F-distributions and Cauchy-Lorentz
distrbution are added.
.
* The function @S.Function.create@ is removed. Use @generateM@ from
the @vector@ package instead.
.
* Function to perform approximate comparion of doubles is added to
@S.Function.Comparison@
.
* Regularized incomplete beta function and its inverse are added to
@S.Function@.
category: Math, Statistics
author: Bryan O'Sullivan <bos@serpentine.com>
exposed: True
exposed-modules: Statistics.Autocorrelation Statistics.Constants
Statistics.Distribution 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.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
hidden-modules: Statistics.Distribution.Poisson.Internal
Statistics.Function.Comparison Statistics.Internal
Statistics.Test.Internal
trusted: False
import-dirs: /usr/lib/haskell-packages/ghc/lib/statistics-0.10.1.0/ghc-7.4.1
library-dirs: /usr/lib/haskell-packages/ghc/lib/statistics-0.10.1.0/ghc-7.4.1
hs-libraries: HSstatistics-0.10.1.0
extra-libraries:
extra-ghci-libraries:
include-dirs:
includes:
depends: base-4.5.0.0-40b99d05fae6a4eea95ea69e6e0c9702
deepseq-1.3.0.0-a73ec930018135e0dc0a1a3d29c74c88
erf-2.0.0.0-40c107b306c995f73f8cc88a89af0cba
math-functions-0.1.1.0-f851f7f5479861ce36f3bbd7418933d0
monad-par-0.1.0.3-4b713d306f0e9597a30d42ce537ada41
mwc-random-0.11.0.0-d876f6b9d1309c5b0eb66d4913f2ac77
primitive-0.4.1-50546f2077956874e7dbbbcbc12aa2dc
vector-0.9.1-5feabc311645326f59f50b0ea9890e1a
vector-algorithms-0.5.4-023728064b24bcb72bcf0a96d113d00e
hugs-options:
cc-options:
ld-options:
framework-dirs:
frameworks:
haddock-interfaces: /usr/lib/ghc-doc/haddock/statistics-0.10.1.0/statistics.haddock
haddock-html: /usr/share/doc/libghc-statistics-doc/html/
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