Module: FDR

Defined in:
lib/rbbt/statistics/fdr.rb

Class Method Summary collapse

Class Method Details

.adjust_hash!(data, field = nil) ⇒ Object

This will change the values of the floats in-situ



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# File 'lib/rbbt/statistics/fdr.rb', line 139

def self.adjust_hash!(data, field = nil)
  keys = []
  values = []

  if data.respond_to? :unnamed
    unnamed = data.unnamed 
    data.unnamed = true
  end

  data.collect{|key, value| [key, Array === ( v = field.nil? ? value : value[field] ) ? v.first : v] }.sort{|a,b| 
    a[1] <=> b[1]
  }.each{|p|
    keys << p[0]
    values << p[1]
  }

  if data.respond_to? :unnamed
    data.unnamed = unnamed
  end

  if RUBY_VERSION[0] == "2"
    # I don't know why the RFLOAT_VALUE_SET for Ruby 2.1.0 does not work
    values = FDR.adjust(values)
    data   = Hash[*keys.zip(values).flatten]
  else
    FDR.adjust!(values)
  end

  data 
end

.adjust_native(values) ⇒ Object

values should be sorted



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# File 'lib/rbbt/statistics/fdr.rb', line 20

def self.adjust_native(values)
  total = values.length.to_f

  adjusted = []
  last = 1
  values.reverse.each_with_index do |value, i|
    adj = [last, value * total / (total - i )].min
    last = adj
    adjusted << adj
  end

  adjusted.reverse
end

.step_up_native(values, rate) ⇒ Object

values should be sorted



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# File 'lib/rbbt/statistics/fdr.rb', line 6

def self.step_up_native(values, rate)
  total = values.length

  last = 0
  values.each_with_index  do |value, i|
    if value > rate * (i + 1).to_f / total
      return last
    end
    last = value
  end
  return last
end