Package org.hipparchus.stat.descriptive.summary

Class SumOfSquares

java.lang.Object

org.hipparchus.stat.descriptive.AbstractStorelessUnivariateStatistic

org.hipparchus.stat.descriptive.summary.SumOfSquares

All Implemented Interfaces:

Serializable, DoubleConsumer, AggregatableStatistic<SumOfSquares>, StorelessUnivariateStatistic, UnivariateStatistic, org.hipparchus.util.MathArrays.Function

public class SumOfSquares
extends AbstractStorelessUnivariateStatistic
implements AggregatableStatistic<SumOfSquares>, Serializable

Returns the sum of the squares of the available values.

If there are no values in the dataset, then 0 is returned. If any of the values are NaN, then NaN is returned.

Note that this implementation is not synchronized. If multiple threads access an instance of this class concurrently, and at least one of the threads invokes the increment() or clear() method, it must be synchronized externally.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor	Description
SumOfSquares()	Create a SumOfSquares instance.
SumOfSquares(SumOfSquares original)	Copy constructor, creates a new SumOfSquares identical to the original.

Method Summary

Modifier and Type	Method	Description
void	aggregate(SumOfSquares other)	Aggregates the provided instance into this instance.
void	clear()	Clears the internal state of the Statistic
SumOfSquares	copy()	Returns a copy of the statistic with the same internal state.
double	evaluate(double[] values, int begin, int length)	Returns the sum of the squares of the entries in the specified portion of the input array, or Double.NaN if the designated subarray is empty.
long	getN()	Returns the number of values that have been added.
double	getResult()	Returns the current value of the Statistic.
void	increment(double d)	Updates the internal state of the statistic to reflect the addition of the new value.

Methods inherited from class org.hipparchus.stat.descriptive.AbstractStorelessUnivariateStatistic

equals, hashCode, toString

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface org.hipparchus.stat.descriptive.AggregatableStatistic

aggregate, aggregate

Methods inherited from interface java.util.function.DoubleConsumer

andThen

Methods inherited from interface org.hipparchus.stat.descriptive.StorelessUnivariateStatistic

accept, incrementAll, incrementAll

Methods inherited from interface org.hipparchus.stat.descriptive.UnivariateStatistic

evaluate

Constructor Detail

SumOfSquares

public SumOfSquares()

Create a SumOfSquares instance.

SumOfSquares

public SumOfSquares(SumOfSquares original)
             throws org.hipparchus.exception.NullArgumentException

Copy constructor, creates a new SumOfSquares identical to the original.

Parameters:

original - the SumOfSquares instance to copy

Throws:

org.hipparchus.exception.NullArgumentException - if original is null

Method Detail

increment

public void increment(double d)

Updates the internal state of the statistic to reflect the addition of the new value.

Specified by:

increment in interface StorelessUnivariateStatistic

Specified by:

increment in class AbstractStorelessUnivariateStatistic

Parameters:

d - the new value.

getResult

public double getResult()

Returns the current value of the Statistic.

Specified by:

getResult in interface StorelessUnivariateStatistic

Specified by:

getResult in class AbstractStorelessUnivariateStatistic

Returns:

value of the statistic, Double.NaN if it has been cleared or just instantiated.

getN

public long getN()

Returns the number of values that have been added.

Specified by:

getN in interface StorelessUnivariateStatistic

Returns:

the number of values.

clear

public void clear()

Clears the internal state of the Statistic

Specified by:

clear in interface StorelessUnivariateStatistic

Specified by:

clear in class AbstractStorelessUnivariateStatistic

aggregate

public void aggregate(SumOfSquares other)

Aggregates the provided instance into this instance.

This method can be used to combine statistics computed over partitions or subsamples - i.e., the value of this instance after this operation should be the same as if a single statistic would have been applied over the combined dataset.

Specified by:

aggregate in interface AggregatableStatistic<SumOfSquares>

Parameters:

other - the instance to aggregate into this instance

evaluate

public double evaluate(double[] values,
                       int begin,
                       int length)
                throws org.hipparchus.exception.MathIllegalArgumentException

Returns the sum of the squares of the entries in the specified portion of the input array, or Double.NaN if the designated subarray is empty.

Specified by:

evaluate in interface org.hipparchus.util.MathArrays.Function

Specified by:

evaluate in interface StorelessUnivariateStatistic

Specified by:

evaluate in interface UnivariateStatistic

Parameters:

values - the input array

begin - index of the first array element to include

length - the number of elements to include

Returns:

the sum of the squares of the values or 0 if length = 0

Throws:

org.hipparchus.exception.MathIllegalArgumentException - if the array is null or the array index parameters are not valid

See Also:

UnivariateStatistic.evaluate(double[], int, int)

copy

public SumOfSquares copy()

Returns a copy of the statistic with the same internal state.

Specified by:

copy in interface StorelessUnivariateStatistic

Specified by:

copy in interface UnivariateStatistic

Specified by:

copy in class AbstractStorelessUnivariateStatistic

Returns:

a copy of the statistic