|
TwoReceiverOperatingCurveTest Class |
Hypothesis test for two Receiver-Operating
Characteristic (ROC) curve areas (ROC-AUC).
Inheritance HierarchySystemObject
Accord.Statistics.TestingHypothesisTestNormalDistribution
Accord.Statistics.TestingTwoSampleZTest
Accord.Statistics.TestingTwoReceiverOperatingCurveTest
Accord.Statistics.TestingHypothesisTestNormalDistribution
Accord.Statistics.TestingTwoSampleZTest
Accord.Statistics.TestingTwoReceiverOperatingCurveTest
Namespace: Accord.Statistics.Testing
Assembly: Accord.Statistics (in Accord.Statistics.dll) Version: 3.8.0
SyntaxThe TwoReceiverOperatingCurveTest type exposes the following members.
Constructors| Name | Description | |
|---|---|---|
 | TwoReceiverOperatingCurveTest |
Creates a new test for two ROC curves.
|
Properties| Name | Description | |
|---|---|---|
 | Analysis |
Gets the power analysis for the test, if available.
(Inherited from TwoSampleZTest.) |
| Confidence |
Gets the 95% confidence interval for the
ObservedDifference statistic.
(Inherited from TwoSampleZTest.) |
| CriticalValue |
Gets the critical value for the current significance level.
(Inherited from HypothesisTestTDistribution.) |
| Curve1 |
First Receiver-Operating Characteristic curve.
|
| Curve2 |
First Receiver-Operating Characteristic curve.
|
| EstimatedValue1 |
Gets the estimated value for the first sample.
(Inherited from TwoSampleZTest.) |
| EstimatedValue2 |
Gets the estimated value for the second sample.
(Inherited from TwoSampleZTest.) |
| 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 TwoSampleZTest.) |
| HypothesizedDifference |
Gets the hypothesized difference between the two estimated values.
(Inherited from TwoSampleZTest.) |
| ObservedDifference |
Gets the actual difference between the two estimated values.
(Inherited from TwoSampleZTest.) |
| OverallVariance |
Gets the summed Kappa variance
for the two contingency tables.
|
| 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 TwoSampleZTest.) |
| 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.) |
| Variance1 |
Gets the variance for the first Kappa value.
|
| Variance2 |
Gets the variance for the second Kappa value.
|
Methods| Name | Description | |
|---|---|---|
 | Compute(Double, TwoSampleHypothesis) |
Computes the Z test.
(Inherited from TwoSampleZTest.) |
| Compute(Double, Double, Double, TwoSampleHypothesis) |
Computes the Z test.
(Inherited from TwoSampleZTest.) |
| Compute(Double, Double, Double, Double, Double, TwoSampleHypothesis) |
Computes the Z test.
(Inherited from TwoSampleZTest.) |
| 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 TwoSampleZTest.) |
| 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 TwoSampleZTest.) |
| PValueToStatistic |
Converts a given p-value to a test statistic.
(Inherited from TwoSampleZTest.) |
| StatisticToPValue |
Converts a given test statistic to a p-value.
(Inherited from TwoSampleZTest.) |
| 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.) |
See Also