Assembly: Stat;
The ISmKolmogorovSmirnovTest interface defines parameters of Kolmogorov-Smirnov test.
ISmKolmogorovSmirnovTest
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.
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. |
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. |
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: