Normality
Contains the result of a normality hypothesis test applied to a data set
as part of assumption diagnostics.
Definition
Namespace: Numerics.NET.Statistics.ProcessControl
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 10.4.0
C#
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 10.4.0
public sealed class NormalityTestResult- Inheritance
- Object → NormalityTestResult
Remarks
The result is advisory. A rejection of normality does not prevent capability analysis from running; it is surfaced as a diagnostic so the caller can judge whether the normal-model interpretation is appropriate for the supplied data.
The test used is identified by TestName. Phase 3 ships three supported tests selected via NormalityTestKind.
Properties
| PValue | Gets the p-value associated with the test statistic under the null hypothesis of normality. |
| Rejects | Gets a value indicating whether the test rejects the null hypothesis of normality at the requested significance level. Equivalent to PValue < SignificanceLevel. |
| Significance | Gets the significance level that was used to determine RejectsNormality. Expressed as a probability in (0, 1). |
| Statistic | Gets the computed test statistic value. |
| Test | Gets the human-readable name of the normality test that was applied. |
Methods
| Equals | Determines whether the specified object is equal to the current object. (Inherited from Object) |
| From | Reconstructs a NormalityTestResult from a JSON string. |
| Get | Serves as the default hash function. (Inherited from Object) |
| Get | Gets the Type of the current instance. (Inherited from Object) |
| ToJson | Serializes this normality test result to a JSON string. |
| ToString | Returns a string that represents the current object. (Inherited from Object) |