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

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."

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

KolmogorovSmirnov1Sample(double[] sample, UnivariateDistribution 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

alternativeHypothesis, nullHypothesis

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

oneSidedPvalue, pValue, rejectNull, testStatistics

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,
                                UnivariateDistribution 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."