Capability Diagnostics Class
Provides static entry points for computing assumption diagnostics for
capability analysis.
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 static class CapabilityDiagnostics- Inheritance
- Object → CapabilityDiagnostics
Remarks
Assumption diagnostics are advisory. They do not prevent capability analysis from running; they surface information so the caller can judge whether the normal-model interpretation is appropriate for the supplied data.
The normality test used is Anderson–Darling by default. Phase 3 ships three supported tests: Anderson–Darling, Shapiro–Wilk, and Kolmogorov–Smirnov. Select a different test by passing a NormalityTestKind value.
No silent fallback to a different statistical model occurs when normality is rejected. The diagnostics contain advisory messages only.
Methods
| Analyze( | Computes assumption diagnostics for the supplied matrix of subgroup observations. |
| Analyze( | Computes assumption diagnostics for the supplied span of individual observations. |
| Analyze( | Computes assumption diagnostics for the supplied vector of individual observations. |
| Analyze( | Computes assumption diagnostics for the supplied vector of observations with an associated grouping. |