ISmKolmogorovSmirnovTest

Assembly: Stat;

Description

The ISmKolmogorovSmirnovTest interface defines parameters of Kolmogorov-Smirnov test.

Inheritance Hierarchy

          IStatMethod

          ISmKolmogorovSmirnovTest

Comments

The test is used to check whether a sample has the specified distribution. For example, we test a hypothesis that the sample has a normal distribution. A small probability value means deviation of the normality hypothesis. For a sample having normal distribution, probability value tends to 1.

This test can also be applied in case of two samples. In this case, the first sample distribution is compared with the second sample distribution, and the decision is made whether the samples have the same distribution or not. In case of two samples, distribution type and parameters need to be defined.

Properties

  Property name Brief description
D

The D property estimates the Kolmogorov-Smirnov statistics , or , according to value of the Hypothesis parameter.
Distribution

The Distribution property determines the distribution of the observed random variable.
Hypothesis

The Hypothesis property determines an alternative hypothesis.
MissingData

The MissingData property determines missing data treatment parameters.
ModelPeriod

The ModelPeriod property determines sample period parameters.
P

The P property returns the probability related to the obtained value D.
Parameter1

The Parameter1 property determines the value of the parameter 1.
Parameter2

The Parameter2 property determines the value of the parameter 2.
Sample1

The Sample1 property determines the analyzed series.
Sample2

The Sample2 property determines the second analyzed series.
SuppliedParameters

The SuppliedParameters property determines whether parameters should be supplied by a user or calculated automatically.
Z

The Z property returns the standardized value of the test statistics D without the continuity adjustment applied.

Properties inherited from IStatMethod

  Property name Brief description
DisplayName The DisplayName property returns the displayed method name.
ErrorByStatus The ErrorByStatus property returns an error message by the error number.
Errors The Errors property returns a message with all the errors and warnings.
Name The Name property returns the internal method name.
PerformanceTime The PerformanceTime property returns method execution time.
Status The Status property returns the method execution status.
SupportsR The SupportsR property returns whether statistical method can be calculated via R package.
UseR The UseR property determines whether statistical method is calculated via the R package.
WarningByStatus The WarningByStatus property returns a warning text by its number.
Warnings The Warnings property returns the warnings that occurred on method calculation.
WarningsCount The WarningsCount property returns the number of warnings that occurred on method calculation.
WarningsNumbers The WarningsNumbers property returns numbers of the warnings that occurred on method calculation.

Methods inherited from IStatMethod

  Method Name Brief description
Clone The Clone method clones a statistical method object.
Execute The Execute method executes a statistical method.
LoadFromXML The LoadFromXML method loads statistical method settings from XML code.
SaveToXML The SaveToXML method unloads statistical method settings to XML code.

See also:

Stat Assembly Interfaces | Kolmogorov-Smirnov test