Package org.djutils.stats.summarizers.quantileaccumulator

Interface QuantileAccumulator

    • Method Summary

      All Methods Instance Methods Abstract Methods 
      Modifier and Type Method Description
      double getCumulativeProbability​(Tally tally, double quantile)
      Get, or estimate fraction of ingested values between -infinity up to and including a given quantile.
      double getQuantile​(Tally tally, double probability)
      Compute (or approximate) the value that corresponds to the given fraction (percentile).
      double ingest​(double value)
      Ingest one value with weight 1.
      void initialize()
      Reset (clear all accumulated information).

    • Method Detail

      • ingest

        double ingest​(double value)
        Ingest one value with weight 1. Should be called only from the Tally object and AFTER processing the value in the tally.
        Parameters:
        value - double; the value
        Returns:
        double; the ingested value
        Throws:
        IllegalArgumentException - when the ingested value is NaN

      • getQuantile

        double getQuantile​(Tally tally,
                   double probability)
        Compute (or approximate) the value that corresponds to the given fraction (percentile).
        Parameters:
        tally - Tally; the tally object that accumulates mean, minimum, maximum, count, etc.
        probability - double; value between 0.0 and 1.0 (both inclusive)
        Returns:
        double; the computed or approximated quantile value
        Throws:
        IllegalArgumentException - when the probability is less than 0 or larger than 1
        NullPointerException - when tally is null

      • getCumulativeProbability

        double getCumulativeProbability​(Tally tally,
                                double quantile)
                         throws IllegalArgumentException
        Get, or estimate fraction of ingested values between -infinity up to and including a given quantile.
        Parameters:
        tally - Tally; the tally object that accumulates mean, minimum, maximum, count, etc.
        quantile - double; the given quantile
        Returns:
        double; the estimated or observed fraction of ingested values between -infinity up to and including the given quantile. When this QuantileAccumulator has ingested zero values; this method shall return NaN.
        Throws:
        IllegalArgumentException - when quantile is NaN

      • initialize

        void initialize()
        Reset (clear all accumulated information).