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

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.

This package is not used by any popular GitHub repositories.

Version History

Version Downloads Last updated
0.4.0 187 7/20/2018
0.3.0 238 6/27/2018
0.2.1 241 6/20/2018
0.2.0 197 6/13/2018
0.1.3 201 6/10/2018
0.1.2 194 6/8/2018
0.1.1 259 6/8/2018
0.1.0 256 6/8/2018