The Extreme.Statistics.Tests namespace contains classes that represent hypothesis tests.

Syntax

Visual Basic (Declaration)
Namespace Extreme.Statistics.Tests
C#
namespace Extreme.Statistics.Tests
C++
namespace Extreme.Statistics.Tests

Classes

IconTypeDescription
public classAndersonDarlingTest
Represents a test that a sample is normally distributed.
public classBartlettTest
Represents Bartlett's test that a set of samples have the same variance.
public classChiSquareGoodnessOfFitTest
Represents a test that a sample comes from a specified distribution.
public classFTest
Represents a test that the ratio between the population variances of two samples is equal to a specific value.
public classHypothesisTest
Serves as an abstract base class for classes that represent a hypothesis test.
public classLeveneTest
Represents Levene's test that a set of samples have the same variance.
public classMultiSampleTest
Represents a HypothesisTest based on two or more samples.
public classOneSampleChiSquareTest
Represents a test that the population variance of a NumericalVariable is equal to a specific value.
public classOneSampleKolmogorovSmirnovTest
Represents a test that a sample comes from a specified distribution.
public classOneSampleTest
Represents a HypothesisTest based on a single sample.
public classOneSampleTTest
Represents a test that the population mean of a NumericalVariable is equal to a specific value.
public classOneSampleZTest
Represents a test that the population population mean of a NumericalVariable is equal to a specific value when the population variance is known.
public classSimpleHypothesisTest
Represents a hypothesis test that verifies a statistic with known distribution.
public classTwoSampleKolmogorovSmirnovTest
Represents a test that two samples come from the same, unspecified distribution.
public classTwoSampleTest
Represents a HypothesisTest based on two samples.
public classTwoSampleTTest
Represents a test that the difference between the population means of two samples is equal to a specific value.

Enumerations

IconTypeDescription
public enumerationHypothesisType
Enumerates the possible values for a hypothesis test.
public enumerationLeveneTestLocationMeasure
Enumerates the ways the central tendency of a sample is calculated in LeveneTest.
public enumerationSamplePairing
Enumerates the possible ways to relate two samples in a two sample hypothesis test.
public enumerationVarianceAssumption
Enumerates the possible assumptions made about the variances in a multi-sample hypothesis test.