* [Caml-list] ANN: pareto -- OCaml statistics library
@ 2013-06-11 14:48 Sergei Lebedev
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From: Sergei Lebedev @ 2013-06-11 14:48 UTC (permalink / raw)
To: caml-list
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Hello list,
I'm working on a statistics library for OCaml, called 'pareto' [1]. My goal was to cover all of the features available in Brian O'Sullivan's 'statistics' [2] library, which seems to be pretty popular [3] in Haskell community. Here's a list of what's currently implemented:
* Common statistical tests for significant differences between samples (Student's t test, chi^2 test, Mann Whitney U-test, Wilcoxon signed-rank test, binomial sign test).
* Uniform interface for common discrete and continuous probability distributions.
* Sample statistics, quantile estimation, kernel density estimation.
* Resampling methods: jackknife, BCa bootstrap.
See 'examples/' [4] directory on GitHub for usage examples.
Any feedback is appreciated!
--Sergei
[1] https://github.com/superbobry/pareto
[2] https://github.com/bos/statistics
[3] http://packdeps.haskellers.com/reverse/statistics
[4] https://github.com/superbobry/pareto/tree/master/examples
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