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
* 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.
- FSharp.Core (>= 4.3.4)
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