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" />

paket add FsStats --version 0.4.0

Release Notes

0.4.0

* 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.


0.3.0

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


0.2.1

* 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.


0.2.0

* 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.

Dependencies

• .NETStandard 2.0

  • FSharp.Core (>= 4.3.4)

Used By

Version History