module Rust::StatisticalTests::Wilcoxon
Public Class Methods
paired(d1, d2, alpha = 0.05, **options)
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# File lib/rust-tests.rb, line 166 def paired(d1, d2, alpha = 0.05, **options) raise TypeError, "Expecting Array of numerics" if !d1.is_a?(Array) || !d1.all? { |e| e.is_a?(Numeric) } raise TypeError, "Expecting Array of numerics" if !d2.is_a?(Array) || !d2.all? { |e| e.is_a?(Numeric) } raise "The two distributions have different size" if d1.size != d2.size Rust.exclusive do Rust["wilcox.a"] = d1 Rust["wilcox.b"] = d2 _, warnings = Rust._eval("wilcox.result = wilcox.test(wilcox.a, wilcox.b, alternative='two.sided', paired=T)", true) result = Rust::StatisticalTests::Result.new result.name = "Wilcoxon Signed-Rank test" result.pvalue = Rust._pull("wilcox.result$p.value") result[:w] = Rust._pull("wilcox.result$statistic") result.exact = !warnings.include?("cannot compute exact p-value with zeroes") result.alpha = alpha result.hypothesis = Rust::StatisticalTests::Hypothesis.find(options[:hypothesis]) return result end end
unpaired(d1, d2, alpha = 0.05, **options)
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# File lib/rust-tests.rb, line 188 def unpaired(d1, d2, alpha = 0.05, **options) raise TypeError, "Expecting Array of numerics" if !d1.is_a?(Array) || !d1.all? { |e| e.is_a?(Numeric) } raise TypeError, "Expecting Array of numerics" if !d2.is_a?(Array) || !d2.all? { |e| e.is_a?(Numeric) } Rust.exclusive do Rust["wilcox.a"] = d1 Rust["wilcox.b"] = d2 _, warnings = Rust._eval("wilcox.result = wilcox.test(wilcox.a, wilcox.b, alternative='two.sided', paired=F)", true) result = Rust::StatisticalTests::Result.new result.name = "Wilcoxon Ranked-Sum test (a.k.a. Mann–Whitney U test)" result.pvalue = Rust._pull("wilcox.result$p.value") result[:w] = Rust._pull("wilcox.result$statistic") result.exact = !warnings.include?("cannot compute exact p-value with ties") result.alpha = alpha result.hypothesis = Rust::StatisticalTests::Hypothesis.find(options[:hypothesis]) return result end end