com.numericalmethod.suanshu.stats.test.distribution.kolmogorov

Class KolmogorovSmirnov1Sample

java.lang.Object

com.numericalmethod.suanshu.stats.test.HypothesisTest

com.numericalmethod.suanshu.stats.test.distribution.kolmogorov.KolmogorovSmirnov

com.numericalmethod.suanshu.stats.test.distribution.kolmogorov.KolmogorovSmirnov1Sample

All Implemented Interfaces:

java.io.Serializable

public class KolmogorovSmirnov1Sample
extends KolmogorovSmirnov

The one-sample KolmogorovDistribution–Smirnov test compares a sample with a reference probability distribution. This class computes the one-sample KolmogorovDistribution-Smirnov statistic.

See Also:

"Jean Dickinson Gibbons, Subhabrata Chakraborti. "Nonparametric Statistical Inference", 4th edition. Section 4.3.", Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class com.numericalmethod.suanshu.stats.test.distribution.kolmogorov.KolmogorovSmirnov

KolmogorovSmirnov.Side, KolmogorovSmirnov.Type

Field Summary

Fields inherited from class com.numericalmethod.suanshu.stats.test.distribution.kolmogorov.KolmogorovSmirnov

side, type

Fields inherited from class com.numericalmethod.suanshu.stats.test.HypothesisTest

k, N, pValue, testStatistics

Constructor Summary

Constructors

Constructor and Description
KolmogorovSmirnov1Sample(double[] sample, ProbabilityDistribution F, KolmogorovSmirnov.Side side) Construct an one-sample KolmogorovDistribution-Smirnov test.

Method Summary

Methods inherited from class com.numericalmethod.suanshu.stats.test.distribution.kolmogorov.KolmogorovSmirnov

getAlternativeHypothesis, getNullHypothesis

Methods inherited from class com.numericalmethod.suanshu.stats.test.HypothesisTest

isNullRejected, oneSidedPvalue, pValue, statistics

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

KolmogorovSmirnov1Sample

public KolmogorovSmirnov1Sample(double[] sample,
                                ProbabilityDistribution F,
                                KolmogorovSmirnov.Side side)

Construct an one-sample KolmogorovDistribution-Smirnov test.

Parameters:

sample - a sample

F - the reference probability distribution to test against

side - specifying two-sided, one-sided

See Also:

"Jean Dickinson Gibbons, Subhabrata Chakraborti. "Nonparametric Statistical Inference", 4th edition. Section 4.3."