statistics-0.16.3.0: A library of statistical types, data, and functions

# statistics-0.16.3.0: A library of statistical types, data, and functions

This library provides a number of common functions and types useful in statistics. We focus on high performance, numerical robustness, and use of good algorithms. Where possible, we provide references to the statistical literature. . The library's facilities can be divided into four broad categories: . * Working with widely used discrete and continuous probability distributions. (There are dozens of exotic distributions in use; we focus on the most common.) . * Computing with sample data: quantile estimation, kernel density estimation, histograms, bootstrap methods, significance testing, and regression and autocorrelation analysis. . * Random variate generation under several different distributions. . * Common statistical tests for significant differences between samples.

Modules

statistics-0.16.3.0

- Statistics
  Submodules
  - Statistics.Autocorrelation
  - Statistics.ConfidenceInt
  - Statistics.Correlation
    Submodules
    - Statistics.Correlation.Kendall
  - Statistics.Distribution
    Submodules
    - Statistics.Distribution.Beta
    - Statistics.Distribution.Binomial
    - Statistics.Distribution.CauchyLorentz
    - Statistics.Distribution.ChiSquared
    - Statistics.Distribution.DiscreteUniform
    - Statistics.Distribution.Exponential
    - Statistics.Distribution.FDistribution
    - Statistics.Distribution.Gamma
    - Statistics.Distribution.Geometric
    - Statistics.Distribution.Hypergeometric
    - Statistics.Distribution.Laplace
    - Statistics.Distribution.Lognormal
    - Statistics.Distribution.NegativeBinomial
    - Statistics.Distribution.Normal
    - Statistics.Distribution.Poisson
    - Statistics.Distribution.StudentT
    - Statistics.Distribution.Transform
    - Statistics.Distribution.Uniform
    - Statistics.Distribution.Weibull
  - Statistics.Function
  - Statistics.Quantile
  - Statistics.Regression
  - Statistics.Resampling
    Submodules
    - Statistics.Resampling.Bootstrap
  - Statistics.Sample
    Submodules
    - Statistics.Sample.Histogram
    - Statistics.Sample.Internal
    - Statistics.Sample.KernelDensity
      Submodules
      - Statistics.Sample.KernelDensity.Simple
    - Statistics.Sample.Normalize
    - Statistics.Sample.Powers
  - Test
    Submodules
    - Statistics.Test.ChiSquared
    - Statistics.Test.KolmogorovSmirnov
    - Statistics.Test.KruskalWallis
    - Statistics.Test.MannWhitneyU
    - Statistics.Test.StudentT
    - Statistics.Test.Types
    - Statistics.Test.WilcoxonT
  - Statistics.Transform
  - Statistics.Types