GeneralizedEsdTest Class

public class GeneralizedEsdTest : OneSampleTest

Public Class GeneralizedEsdTest
	Inherits OneSampleTest

public ref class GeneralizedEsdTest : public OneSampleTest

type GeneralizedEsdTest =  
    class
        inherit OneSampleTest
    end

The GeneralizedEsdTest type exposes the following members.

	Name	Description
	GeneralizedEsdTest	Constructs a new Generalized ESD test for multiple outliers.
	GeneralizedEsdTest(VectorDouble, Int32)	Constructs a new Generalized ESD test for multiple outliers.
	GeneralizedEsdTest(VectorDouble, Int32, HypothesisType)	Constructs a new Generalized ESD test for multiple outliers.

	Name	Description
	Distribution	Gets the probability distribution used in the hypothesis test. (Inherited from HypothesisTest.)
	HypothesisType	Gets or sets whether the test is one or two-tailed. (Inherited from HypothesisTest.)
	MaxOutliers	Gets or sets the maximum number of outliers to detect.
	Name	Gets the name of the hypothesis test. (Overrides HypothesisTestName.)
	NumberOfOutliers	Gets the number of outliers detected by the test.
	PValue	Gets the probability that the test statistic would take on the calculated value under the alternate hypothesis. (Inherited from HypothesisTest.)
	Sample	Gets or sets the variable the test is to be applied to. (Inherited from OneSampleTestT.)
	SignificanceLevel	Gets the significance level used to test the null hypothesis. (Inherited from HypothesisTest.)
	Statistic	Gets the value of the test statistic. (Inherited from HypothesisTest.)
	Statistics	Gets a vector containing the test statistics for the individual outlier tests.

	Name	Description
	CalculateStatistic	Evaluates the test statistic. (Overrides HypothesisTestCalculateStatistic.)
	Equals	Determines whether the specified object is equal to the current object. (Inherited from Object.)
	Finalize	Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object.)
	GetConfidenceInterval	Returns the confidence interval for the test parameter for the default confidence level. (Inherited from HypothesisTest.)
	GetConfidenceInterval(Double)	Returns the confidence interval for the test parameter for the specified confidence level. (Inherited from HypothesisTest.)
	GetHashCode	Serves as the default hash function. (Inherited from Object.)
	GetLowerCriticalValue	Gets the lower critical value for the hypothesis test's current significance level. (Inherited from HypothesisTest.)
	GetLowerCriticalValue(Double)	Gets the lower critical value for the hypothesis test at the specified significance level. (Inherited from HypothesisTest.)
	GetOutlierIndexes	Returns a vector containing the indexes of the outliers according to the Generalized ESD test.
	GetOutlierIndexes(Double)	Returns a vector containing the indexes of the outliers according to the Generalized ESD test.
	GetPValue	Gets the probability that the test statistic would take on the calculated value under the specified alternate hypothesis. (Inherited from HypothesisTest.)
	GetTest	Returns the test for the specified number of outliers.
	GetType	Gets the Type of the current instance. (Inherited from Object.)
	GetUpperCriticalValue	Gets the upper critical value for the test statistic at the hypothesis test's current significance level. (Inherited from HypothesisTest.)
	GetUpperCriticalValue(Double)	Gets the upper critical value for the test statistic at the specified significance level. (Inherited from HypothesisTest.)
	MemberwiseClone	Creates a shallow copy of the current Object. (Inherited from Object.)
	Reject	Returns whether the null hypothesis is rejected using the default significance level. (Inherited from HypothesisTest.)
	Reject(Double)	Returns whether the null hypothesis is rejected using the specified significance level. (Inherited from HypothesisTest.)
	Summarize	Returns a string containing a human-readable summary of the object. (Inherited from HypothesisTest.)
	Summarize(SummaryOptions)	Returns a string containing a human-readable summary of the object using the specified options. (Inherited from OneSampleTestT.)
	ToString	Returns a string that represents the current object. (Inherited from HypothesisTest.)

Use the GeneralizedEsdTest class to test whether a sample contains one or more outliers. Unlike the GrubbsTest, which tests for exactly one outlier, the generalized ESD test can test for several outliers. The maximum number of outliers that should be detected is supplied by the user.

The generalized ESD test is unlike other hypothesis tests in that it consists of a collection of tests, one for each number of outliers. The number of outliers to test for must be supplied in the constructor.

Running the test consists of running multiple individual tests for 1 up to the specified number of outliers. If a test is found to be significant, that number is retained, and the results of that test are used as the overall test results.

The GetTest(Int32) method can be used to access the individual test results.

Reference