The Extreme.Statistics.Tests namespace contains classes that represent hypothesis tests.
Syntax
| Visual Basic (Declaration) |
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Namespace Extreme.Statistics.Tests |
| C# |
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namespace Extreme.Statistics.Tests |
| C++ |
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namespace Extreme.Statistics.Tests |
Classes
| Icon | Type | Description |
|---|---|---|
| AndersonDarlingTest |
Represents a test that a sample is normally distributed.
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| BartlettTest |
Represents Bartlett's test that a set of samples have the same variance.
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| ChiSquareGoodnessOfFitTest |
Represents a test that a sample comes from a specified distribution.
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| FTest |
Represents a test that the ratio between the population
variances of two samples is equal to a specific value.
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| HypothesisTest |
Serves as an abstract base class for classes that represent
a hypothesis test.
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| LeveneTest |
Represents Levene's test that a set of samples have the same variance.
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| MultiSampleTest |
Represents a HypothesisTest based on two or more samples.
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| OneSampleChiSquareTest |
Represents a test that the population variance of a
NumericalVariable is equal to a specific value.
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| OneSampleKolmogorovSmirnovTest |
Represents a test that a sample comes from a specified distribution.
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| OneSampleTest |
Represents a HypothesisTest based on a single sample.
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| OneSampleTTest |
Represents a test that the population mean of a
NumericalVariable is equal to a specific value.
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| OneSampleZTest |
Represents a test that the population population mean of a
NumericalVariable is equal to a specific value
when the population variance is known.
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| SimpleHypothesisTest |
Represents a hypothesis test that verifies a statistic with known distribution.
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| TwoSampleKolmogorovSmirnovTest |
Represents a test that two samples come from the same, unspecified distribution.
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| TwoSampleTest |
Represents a HypothesisTest based on two samples.
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| TwoSampleTTest |
Represents a test that the difference between the population
means of two samples is equal to a specific
value.
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Enumerations
| Icon | Type | Description |
|---|---|---|
| HypothesisType |
Enumerates the possible values for a hypothesis test.
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| LeveneTestLocationMeasure |
Enumerates the ways the central tendency of a sample is calculated in LeveneTest.
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| SamplePairing |
Enumerates the possible ways to relate two samples in a two sample hypothesis test.
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| VarianceAssumption |
Enumerates the possible assumptions made about the variances in a multi-sample hypothesis test.
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