Represents a HypothesisTest based on two or more samples.
Namespace: Extreme.Statistics.Tests
Assembly: Extreme.Numerics (Extreme.Numerics)
Syntax
| Visual Basic (Declaration) |
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Public MustInherit Class MultiSampleTest _ Inherits HypothesisTest |
| C# |
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public abstract class MultiSampleTest : HypothesisTest |
| C++ |
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public ref class MultiSampleTest abstract : public HypothesisTest |
Methods
| Icon | Type | Description |
|---|---|---|
 | CalculateStatistic() |
Evaluates the test statistic.
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 | Equals(Object) | |
| Finalize() | |
| GetConfidenceInterval(Double) |
Returns the confidence interval for the test parameter for the specified confidence level.
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| GetHashCode() | Serves as a hash function for a particular type. |
| GetLowerCriticalValue() |
Gets the lower critical value for the hypothesis test's current significance level.
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| GetLowerCriticalValue(Double) |
Gets the lower critical value for the hypothesis test at the specified significance level.
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| GetType() | Gets the Type of the current instance. |
| GetUpperCriticalValue() |
Gets the upper critical value for the test statistic at the hypothesis test's current significance level.
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| GetUpperCriticalValue(Double) |
Gets the upper critical value for the test statistic at the specified significance level.
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| MemberwiseClone() | Creates a shallow copy of the current Object. |
| Reject() |
Returns a value that indicates whether the null hypothesis is rejected
using the default significance level.
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| Reject(Double) |
Returns a value that indicates whether the null hypothesis is rejected using the specified significance level.
|
| ToString() |
Constructors
| Icon | Type | Description |
|---|---|---|
| MultiSampleTestNew(HypothesisType) |
Constructs a new MultiSampleTest object.
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| MultiSampleTestNew(NumericalVariable[](), HypothesisType, Double, ContinuousDistribution) |
Constructs a new MultiSampleTest object.
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| MultiSampleTestNew(VariableCollection, HypothesisType, Double, ContinuousDistribution) |
Constructs a new MultiSampleTest object.
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Properties
| Icon | Type | Description |
|---|---|---|
 | Distribution |
Sets the probability distribution used in the hypothesis test.
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| HypothesisType |
Gets or sets a value that indicates whether the test is one or two-tailed.
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| PValue |
Gets the probability that the test statistic would take on the calculated value under the null hypothesis.
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| Samples |
Gets the collection of samples for the test.
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| SignificanceLevel |
Gets the significance level used to test the null hypothesis.
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| Statistic |
Gets the value of the test statistic.
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Remarks
Use the MultiSampleTest class as a base class for a statistical test based on multiple samples.
This class adds the Samples property, which is of type VariableCollection, and
can be used to retrieve, add, and remove the collection of samples.
This is an abstract base class and cannot be instantiated directly.
Note to inheritors: You must override CalculateStatistic(). You must also set the Distribution property, either in the constructor or in your CalculateStatistic() implementation. If applicable, you should override GetConfidenceInterval(Double).
Inheritance Hierarchy
