FsStats 0.4.0

Basic statistics with some probability library. Includes common distributions (Bernoulli, Binomial, Poisson, Student's and Normal), random number generators from some of the distributions, summary statistics for a sample, Z-Test, Student's T-Test, special functions (Error, Gamma, Beta and Regularized Incomplete Beta).

Install-Package FsStats -Version 0.4.0
dotnet add package FsStats --version 0.4.0
<PackageReference Include="FsStats" Version="0.4.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add FsStats --version 0.4.0
The NuGet Team does not provide support for this client. Please contact its maintainers for support.

Release Notes


* Added SampleProportion module;
* added StandardDistribution.zValue function;
* added functions to calculate Margin of Error for SummaryStatistics and SampleProportion;
* added functions to calculate Confidence Intervals for SummaryStatistics and SampleProportion;
* added one-sample and two-samples tests for SampleProportion;
* added two-samples tests for SummaryStatistics;
* added BivariateAnalysis module to calculate linear regression for 2 variables;
* depricated SummaryStatistics.correlation function in favour of BivariateAnalysis.correlation.


* moved FsStats.OOD to a dedicated package;
* fixed binomial coefficient calculation for large n and k;
* added size to SummaryStatistics.


* Add Interquartile range for Summary Statistics;
* fixed binomial coefficient calculation for k > n;
* Poisson Distribution fix: calculate factorial using float;
* added stddev for Student's t-distribution;
* added isNormalApproximationApplicable for Binomial Distribution.


* Added StandardDistribution type (represents Standard Normal Distribution);
* optimized generating random samples from Normal Distribution;
* enhanced NormalDistribution, StudentsDistribution and SummaryStatistics types;
* implemented Inverse Error special function.

NuGet packages (1)

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Package Downloads
FsStats.OOD is an incomplete object-oriented interface for FsStats https://www.nuget.org/packages/FsStats

GitHub repositories

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Version History

Version Downloads Last updated
0.4.0 383 7/20/2018
0.3.0 407 6/27/2018
0.2.1 393 6/20/2018
0.2.0 353 6/13/2018
0.1.3 361 6/10/2018
0.1.2 353 6/8/2018
0.1.1 445 6/8/2018
0.1.0 447 6/8/2018