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TwoAverageKappaTest Class |
Kappa test for the average of two groups of contingency tables.
Inheritance HierarchySystemObject
Accord.Statistics.TestingHypothesisTestTDistribution
Accord.Statistics.TestingTwoSampleTTest
Accord.Statistics.TestingTwoAverageKappaTest
Accord.Statistics.TestingHypothesisTestTDistribution
Accord.Statistics.TestingTwoSampleTTest
Accord.Statistics.TestingTwoAverageKappaTest
Namespace: Accord.Statistics.Testing
Assembly: Accord.Statistics (in Accord.Statistics.dll) Version: 3.8.0
SyntaxThe TwoAverageKappaTest type exposes the following members.
Constructors| Name | Description | |
|---|---|---|
 | TwoAverageKappaTest(GeneralConfusionMatrix, GeneralConfusionMatrix, Double, Boolean, TwoSampleHypothesis) |
Creates a new Two-Table Mean Kappa test.
|
| TwoAverageKappaTest(Double, Double, Int32, Double, Double, Int32, Double, Boolean, TwoSampleHypothesis) |
Creates a new Two-Table Mean Kappa test.
|
Properties| Name | Description | |
|---|---|---|
 | Analysis |
Gets the power analysis for the test, if available.
(Inherited from TwoSampleTTest.) |
| AssumeEqualVariance |
Gets whether the test assumes equal sample variance.
(Inherited from TwoSampleTTest.) |
| Confidence |
Gets the 95% confidence interval for the
ObservedDifference statistic.
(Inherited from TwoSampleTTest.) |
| CriticalValue |
Gets the critical value for the current significance level.
(Inherited from HypothesisTestTDistribution.) |
| DegreesOfFreedom |
Gets the degrees of freedom for the test statistic.
(Inherited from TwoSampleTTest.) |
| EstimatedValue1 |
Gets the estimated value for the first sample.
(Inherited from TwoSampleTTest.) |
| EstimatedValue2 |
Gets the estimated value for the second sample.
(Inherited from TwoSampleTTest.) |
| Hypothesis |
Gets the alternative hypothesis under test. If the test is
Significant, the null hypothesis can be rejected
in favor of this alternative hypothesis.
(Inherited from TwoSampleTTest.) |
| HypothesizedDifference |
Gets the hypothesized difference between the two estimated values.
(Inherited from TwoSampleTTest.) |
| ObservedDifference |
Gets the actual difference between the two estimated values.
(Inherited from TwoSampleTTest.) |
| PValue |
Gets the P-value associated with this test.
(Inherited from HypothesisTestTDistribution.) |
| Significant |
Gets whether the null hypothesis should be rejected.
(Inherited from HypothesisTestTDistribution.) |
| Size |
Gets the significance level for the
test. Default value is 0.05 (5%).
(Inherited from HypothesisTestTDistribution.) |
| StandardError |
Gets the standard error for the difference.
(Inherited from TwoSampleTTest.) |
| Statistic |
Gets the test statistic.
(Inherited from HypothesisTestTDistribution.) |
| StatisticDistribution |
Gets the distribution associated
with the test statistic.
(Inherited from HypothesisTestTDistribution.) |
| Tail |
Gets the test type.
(Inherited from HypothesisTestTDistribution.) |
| Variance |
Gets the combined sample variance.
(Inherited from TwoSampleTTest.) |
| Variance1 |
Gets the variance for the first Kappa value.
|
| Variance2 |
Gets the variance for the second Kappa value.
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Methods| Name | Description | |
|---|---|---|
 | Compute |
Computes the T Test.
(Inherited from TwoSampleTTest.) |
| 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 |
Gets a confidence interval for the ObservedDifference
statistic within the given confidence level percentage.
(Inherited from TwoSampleTTest.) |
| GetHashCode | Serves as the default hash function. (Inherited from Object.) |
| GetType | Gets the Type of the current instance. (Inherited from Object.) |
| MemberwiseClone | Creates a shallow copy of the current Object. (Inherited from Object.) |
| OnSizeChanged | Update event. (Inherited from TwoSampleTTest.) |
| PValueToStatistic |
Converts a given p-value to a test statistic.
(Inherited from TwoSampleTTest.) |
| StatisticToPValue |
Converts a given test statistic to a p-value.
(Inherited from TwoSampleTTest.) |
| ToString |
Converts the numeric P-Value of this test to its equivalent string representation.
(Inherited from HypothesisTestTDistribution.) |
| ToString(String, IFormatProvider) |
Converts the numeric P-Value of this test to its equivalent string representation.
(Inherited from HypothesisTestTDistribution.) |
Extension Methods| Name | Description | |
|---|---|---|
 | HasMethod |
Checks whether an object implements a method with the given name.
(Defined by ExtensionMethods.) |
| IsEqual |
Compares two objects for equality, performing an elementwise
comparison if the elements are vectors or matrices.
(Defined by Matrix.) |
| To(Type) | Overloaded.
Converts an object into another type, irrespective of whether
the conversion can be done at compile time or not. This can be
used to convert generic types to numeric types during runtime.
(Defined by ExtensionMethods.) |
| ToT | Overloaded.
Converts an object into another type, irrespective of whether
the conversion can be done at compile time or not. This can be
used to convert generic types to numeric types during runtime.
(Defined by ExtensionMethods.) |
RemarksThe two-matrix Kappa test tries to assert whether the Kappa measure of two groups of contingency tables, each group created by a different rater or classification model and measured repeatedly, differs significantly.
This is a two sample t-test kind of test.
References:
- J. L. Fleiss. Statistical methods for rates and proportions. Wiley-Interscience; 3rd edition (September 5, 2003)
See Also