Class KernelEstimator

    • Constructor Detail

      • KernelEstimator

        public KernelEstimator​(double precision)
        Constructor that takes a precision argument.
        Parameters:
        precision - the precision to which numeric values are given. For example, if the precision is stated to be 0.1, the values in the interval (0.25,0.35] are all treated as 0.3.
    • Method Detail

      • addValue

        public void addValue​(double data,
                             double weight)
        Add a new data value to the current estimator.
        Specified by:
        addValue in interface IncrementalEstimator
        Overrides:
        addValue in class Estimator
        Parameters:
        data - the new data value
        weight - the weight assigned to the data value
      • getProbability

        public double getProbability​(double data)
        Get a probability estimate for a value.
        Specified by:
        getProbability in class Estimator
        Parameters:
        data - the value to estimate the probability of
        Returns:
        the estimated probability of the supplied value
      • toString

        public java.lang.String toString()
        Display a representation of this estimator
        Overrides:
        toString in class java.lang.Object
      • getNumKernels

        public int getNumKernels()
        Return the number of kernels in this kernel estimator
        Returns:
        the number of kernels
      • getMeans

        public double[] getMeans()
        Return the means of the kernels.
        Returns:
        the means of the kernels
      • getWeights

        public double[] getWeights()
        Return the weights of the kernels.
        Returns:
        the weights of the kernels
      • getPrecision

        public double getPrecision()
        Return the precision of this kernel estimator.
        Returns:
        the precision
      • getStdDev

        public double getStdDev()
        Return the standard deviation of this kernel estimator.
        Returns:
        the standard deviation
      • getRevision

        public java.lang.String getRevision()
        Returns the revision string.
        Specified by:
        getRevision in interface RevisionHandler
        Returns:
        the revision
      • main

        public static void main​(java.lang.String[] argv)
        Main method for testing this class.
        Parameters:
        argv - should contain a sequence of numeric values