The normaldistribution package

[ Tags: bsd3, library, math, statistics ] [ Propose Tags ]

This purpose of this library is to have a simple API and no dependencies beyond Haskell 98 in order to let you produce normally distributed random values with a minimum of fuss. This library does not attempt to be blazingly fast nor to pass stringent tests of randomness. It attempts to be very easy to install and use while being "good enough" for many applications (simulations, games, etc.). The API builds upon and is largely analogous to that of the Haskell 98 Random module (more recently System.Random).

Pure:

(sample,g) = normal  myRandomGen  -- using a Random.RandomGen
samples    = normals myRandomGen  -- infinite list
samples2   = mkNormals 10831452   -- infinite list using a seed

In the IO monad:

sample    <- normalIO
samples   <- normalsIO  -- infinite list

With custom mean and standard deviation:

(sample,g) = normal'    (mean,sigma) myRandomGen
samples    = normals'   (mean,sigma) myRandomGen
samples2   = mkNormals' (mean,sigma) 10831452
sample    <- normalIO'  (mean,sigma)
samples   <- normalsIO' (mean,sigma)

Internally the library uses the Box-Muller method to generate normally distributed values from uniformly distributed random values. If more than one sample is needed taking samples off an infinite list (created by e.g. normals) will be roughly twice as efficient as repeatedly generating individual samples with e.g. normal.


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Properties

Versions 1.0, 1.1, 1.1.0.1, 1.1.0.2, 1.1.0.3
Dependencies base (<5), random (<2) [details]
License BSD3
Copyright Bjorn Buckwalter 2011
Author Bjorn Buckwalter
Maintainer bjorn.buckwalter@gmail.com
Category Math, Statistics
Home page https://github.com/bjornbm/normaldistribution
Uploaded Wed Aug 31 01:16:20 UTC 2011 by BjornBuckwalter
Distributions NixOS:1.1.0.3, Stackage:1.1.0.3
Downloads 4110 total (48 in the last 30 days)
Rating 0.0 (0 ratings) [clear rating]
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Status Docs uploaded by user
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Readme for normaldistribution-1.1.0.3

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See normaldistribution.cabal for information.