Represents a hypothesis test that verifies a statistic with known distribution.
Namespace: Extreme.Statistics.Tests
Assembly: Extreme.Numerics (Extreme.Numerics)
Syntax
| Visual Basic (Declaration) |
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Public NotInheritable Class SimpleHypothesisTest _ Inherits HypothesisTest |
| C# |
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public sealed class SimpleHypothesisTest : HypothesisTest |
| C++ |
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public ref class SimpleHypothesisTest sealed : public HypothesisTest |
Methods
| Icon | Type | Description |
|---|---|---|
| CalculateStatistic() |
Calculates the value of the statistic used for this test.
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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.
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| ToString() |
Constructors
| Icon | Type | Description |
|---|---|---|
| SimpleHypothesisTestNew(Double, ContinuousDistribution) |
Constructs a new likelihood ratio test that compares two models.
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| SimpleHypothesisTestNew(Double, ContinuousDistribution, HypothesisType) |
Constructs a new likelihood ratio test that compares two models.
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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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| 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 SimpleHypothesisTest class
to represent a statistical test with known test statistic and distribution.