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An experiment with stats, the Ruby way
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README.md

README.md

Description

Ruby needs a solid, beautiful stats library. We're here to build just that. This is a rapidly moving work in progress.

To implement

Distribution functions

  • Normal distribution - PDF & CDF
  • Chi square distribution - PDF
  • T distribution - PDF & CDF
  • F distribution - PDF & CDF

Basic functions

  • Mean, arithmetic
  • Mean, geometric
  • Median
  • Mode
  • Variance
  • Standard deviation
  • Standard error of the mean (for samples only)
  • Relative standard error of the mean (for samples only)
  • Coefficient of variation

Significance tests

  • Chi square, one-sided
  • T-test, single sample
  • T-test, two-sample
  • T-test, repeated measures
  • Wilcoxon rank sum test
  • Wilcoxon signed rank test
  • Median test
  • Kruskall-Wallis H test
  • Friedman test
  • ANOVA, one way
  • Factorial ANOVA, two-way
  • Factorial ANOVA, three-way
  • ANOVA, repeated measures
  • MANOVA
  • ANCOVA

Regressions

  • Linear regression
  • Multiple linear regression
  • Pearson's correlation
  • Spearman correlation

Support & other

  • Basic assumption framework
  • Confidence intervals (general idea)
  • Basic data structures
  • Significance methods on data structures

Resources

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