require 'facets/math/sum' require 'facets/math/mean' require 'facets/math/approx_equal' module Math # Calculates the Theil index (a statistic used to measure # economic inequality). # # TI = \sum_{i=1}^N \frac{x_i}{\sum_{j=1}^N x_j} ln \frac{x_i}{\bar{x}} # # http://en.wikipedia.org/wiki/Theil_index # def self.theil_index(array) return -1 if array.size <= 0 or any? { |x| x < 0 } return 0 if array.size < 2 or all? { |x| approx_equal(x, 0) } m = mean(array) s = sum(array).to_f inject(0) do |theil, xi| theil + ((xi > 0) ? (log(xi.to_f/m) * xi.to_f/s) : 0.0) end end end