Home > Extreme Optimization Statistics Library for .NET > Reference >
The Extreme.Statistics.Tests namespace contains classes that represent hypothesis tests.
| Class | Description |
|---|---|
| AndersonDarlingTest | Represents a test that a sample is normally distributed. |
| BartlettTest | Represents Bartlett's test that a set of samples have the same variance. |
| ChiSquareGoodnessOfFitTest | Represents a test that a sample comes from a specified distribution. |
| FTest | Represents a test that the ratio between the population variances of two samples is equal to a specific value. |
| HypothesisTest | Serves as an abstract base class for classes that represent a hypothesis test. |
| LeveneTest | Represents Levene's test that a set of samples have the same variance. |
| MultiSampleTest | Represents a HypothesisTest based on two or more samples. |
| OneSampleChiSquareTest | Represents a test that the population variance of a NumericalVariable is equal to a specific value. |
| OneSampleKolmogorovSmirnovTest | Represents a test that a sample comes from a specified distribution. |
| OneSampleTest | Represents a HypothesisTest based on a single sample. |
| OneSampleTTest | Represents a test that the population mean of a NumericalVariable is equal to a specific value. |
| OneSampleZTest | Represents a test that the population population mean of a NumericalVariable is equal to a specific value when the population variance is known. |
| TwoSampleKolmogorovSmirnovTest | Represents a test that two samples come from the same, unspecified distribution. |
| TwoSampleTest | Represents a HypothesisTest based on two samples. |
| TwoSampleTTest | Represents a test that the difference between the population means of two samples is equal to a specific value. |
| Enumeration | Description |
|---|---|
| HypothesisType | Enumerates the possible values for a hypothesis test. |
| LeveneTestLocationMeasure | Enumerates the ways the central tendency of a sample is calculated in Levene's test. |
| SamplePairing | Enumerates the possible ways to relate two samples in a two sample hypothesis test. |
| VarianceAssumption | Enumerates the possible assumptions made about the variances in a multi-sample hypothesis test. |