A Java package that provides routines for various statistical distributions. Based on R version 2.14.1 (continuously updated; current as of R v3.3.0). The major difference is that JDistlib is thread safe. The library contains the density (pdf), cumulative (cdf), quantile, and random number generator (RNG) routines of the following distributions: Ansari, Beta, Binomial, Cauchy, Chi square, Exponential, Fisher's F, Gamma, Geometric, Hypergeometric, Kendall, Logistic, Log normal, Negative binomial, Noncentral beta, Noncentral chi square, Noncentral f, Noncentral t, Normal, Poisson, Sign Rank, Spearman, Student's T, Tukey, Uniform, Weibull, Wilcoxon, and many more. Normality tests, such as: Kolmogorov-Smirnov, Anderson-Darling, Cramer-Von Mises, D'Agostino-Pearson, Jarque Bera, Kolmogorov-Lilliefors, Shapiro-Francia, Shapiro-Wilk. And many others.

Features

  • Statistical distributions (density / pdf, cumulative / cdf, quantile, random number generator)
  • Mathematical library

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User Reviews

  • A very extensive statistical package. Easy to use and very updated

    1 user found this review helpful.
  • Works fine in Java Graticule 3D (JAG3D). JDistlib is used to estimate the Quantile of the F-distribution for statistical hypothesis testing (outlier detection in measurments). Thanks!

    2 users found this review helpful.
  • Apparently, JDistlib has been used in JHepWork: http://jwork.org/jhepwork/api_extra/

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Additional Project Details

Intended Audience

Science/Research, Developers, Engineering

Programming Language

Java

Registered

2012-02-13