Help language development. Donate to The Perl Foundation
Statistics - Raku module for doing statistics
use Statistics; my @data1 = [6,6,4,6,8,6,8,4,4,6,6,8,8,8,8,8,8,4,4,4,4,8,8,8,8,4,4,4,8,6,8,4]; my @data2 = [160.0,160.0,108.0,258.0,360.0,225.0,360.0,146.7,140.8,167.6,167.6, 275.8,275.8,275.8,472.0,460.0,440.0,78.7,75.7,71.1,120.1,318.0,304.0, 350.0,400.0,79.0,120.3,95.1,351.0,145.0,301.0,121.0]; # central tendency mean(@data1); # 6.1875 median(@data1); # 6 # sample standard deviation sd(@data1); # 1.7859216469465444 # population standard deviation sd(@data1, sample => False); # 1.757795138803154 # Coefficient of variation coef_variation(@data2); # 53.71779066522493 # Five number summary fivenum(@data2); # (71.1 120.65 196.3 334 472) # correlation coefficients pearson_cor_coef(@data1, @data2); # 0.9020328721469989 spearman_cor_coef(@data1, @data2); # 0.9276515785415314 kendall_cor_coef(@data1, @data2); # 0.8144262510988963 # Biweight_midcorrelation # more robust, less sensitive to outliers bi_cor_coef(@data1, @data2); # 0.9146470012038392
Statistics is a module to make it easier to do statistics in Raku programming language.
Many things are in the roadmap, only few are done.
Because of absence of an easy to use matrix library like numpy in Raku, implementing many of the tests is difficult. Whatever can be done with Python statistics module will all be implemented.
https://github.com/sumanstats/Statistics/issues
Improvement of the code base and efficient implementation of the algorithms are welcome. Send PR.
Dr Suman Khanal [email protected]
Copyright 2022 Dr Suman Khanal
This library is free software; you can redistribute it and/or modify it under the Artistic License 2.0.