CapabilityDiagnostics.Analyze Method

Definition

Namespace: Numerics.NET.Statistics.ProcessControl
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 10.4.0

Overload List

Analyze(Matrix<Double>, ControlRuleSet, Double, NormalityTestKind)	Computes assumption diagnostics for the supplied matrix of subgroup observations.
Analyze(ReadOnlySpan<Double>, ControlRuleSet, Double, NormalityTestKind)	Computes assumption diagnostics for the supplied span of individual observations.
Analyze(Vector<Double>, ControlRuleSet, Double, NormalityTestKind)	Computes assumption diagnostics for the supplied vector of individual observations.
Analyze(Vector<Double>, IGrouping, ControlRuleSet, Double, NormalityTestKind)	Computes assumption diagnostics for the supplied vector of observations with an associated grouping.

Analyze(Matrix<Double>, ControlRuleSet, Double, NormalityTestKind)

Computes assumption diagnostics for the supplied matrix of subgroup observations.

public static CapabilityAssumptionDiagnostics Analyze(
	Matrix<double> subgroups,
	ControlRuleSet? ruleSet = null,
	double significanceLevel = 0.05,
	NormalityTestKind normalityTest = NormalityTestKind.AndersonDarling
)

Visual Basic

Public Shared Function Analyze ( 
	subgroups As Matrix(Of Double),
	Optional ruleSet As ControlRuleSet = Nothing,
	Optional significanceLevel As Double = 0.05,
	Optional normalityTest As NormalityTestKind = NormalityTestKind.AndersonDarling
) As CapabilityAssumptionDiagnostics

C++/CLI

public:
static CapabilityAssumptionDiagnostics^ Analyze(
	Matrix<double>^ subgroups, 
	ControlRuleSet^ ruleSet = nullptr, 
	double significanceLevel = 0.05, 
	NormalityTestKind normalityTest = NormalityTestKind::AndersonDarling
)

static member Analyze : 
        subgroups : Matrix<float> * 
        ?ruleSet : ControlRuleSet * 
        ?significanceLevel : float * 
        ?normalityTest : NormalityTestKind 
(* Defaults:
        let _ruleSet = defaultArg ruleSet null
        let _significanceLevel = defaultArg significanceLevel 0.05
        let _normalityTest = defaultArg normalityTest NormalityTestKind.AndersonDarling
*)
-> CapabilityAssumptionDiagnostics

Parameters

subgroups Matrix<Double>: A matrix whose rows are ordered subgroups and whose columns are measurements within each subgroup.
ruleSet ControlRuleSet (Optional): Optional rule set used to detect out-of-control signals.
significanceLevel Double (Optional): The significance level for the normality test. Must be in (0, 1). Defaults to 0.05.
normalityTest NormalityTestKind (Optional): The normality test to apply. Defaults to AndersonDarling.

Return Value

CapabilityAssumptionDiagnostics
A CapabilityAssumptionDiagnostics containing the normality test result and advisory diagnostics.

Exceptions

ArgumentNullException	subgroups is null.
ArgumentOutOfRangeException	significanceLevel is not in (0, 1).
ArgumentException	normalityTest is not a valid NormalityTestKind value, or the selected test is incompatible with the supplied data.

Analyze(ReadOnlySpan<Double>, ControlRuleSet, Double, NormalityTestKind)

Computes assumption diagnostics for the supplied span of individual observations.

public static CapabilityAssumptionDiagnostics Analyze(
	ReadOnlySpan<double> observations,
	ControlRuleSet? ruleSet = null,
	double significanceLevel = 0.05,
	NormalityTestKind normalityTest = NormalityTestKind.AndersonDarling
)

Visual Basic

Public Shared Function Analyze ( 
	observations As ReadOnlySpan(Of Double),
	Optional ruleSet As ControlRuleSet = Nothing,
	Optional significanceLevel As Double = 0.05,
	Optional normalityTest As NormalityTestKind = NormalityTestKind.AndersonDarling
) As CapabilityAssumptionDiagnostics

C++/CLI

public:
static CapabilityAssumptionDiagnostics^ Analyze(
	ReadOnlySpan<double> observations, 
	ControlRuleSet^ ruleSet = nullptr, 
	double significanceLevel = 0.05, 
	NormalityTestKind normalityTest = NormalityTestKind::AndersonDarling
)

static member Analyze : 
        observations : ReadOnlySpan<float> * 
        ?ruleSet : ControlRuleSet * 
        ?significanceLevel : float * 
        ?normalityTest : NormalityTestKind 
(* Defaults:
        let _ruleSet = defaultArg ruleSet null
        let _significanceLevel = defaultArg significanceLevel 0.05
        let _normalityTest = defaultArg normalityTest NormalityTestKind.AndersonDarling
*)
-> CapabilityAssumptionDiagnostics

Parameters

observations ReadOnlySpan<Double>: The ordered sequence of individual measurements.
ruleSet ControlRuleSet (Optional): Optional rule set used to detect out-of-control signals.
significanceLevel Double (Optional): The significance level for the normality test. Must be in (0, 1). Defaults to 0.05.
normalityTest NormalityTestKind (Optional): The normality test to apply. Defaults to AndersonDarling.

Return Value

CapabilityAssumptionDiagnostics
A CapabilityAssumptionDiagnostics containing the normality test result and advisory diagnostics.

Exceptions

ArgumentOutOfRangeException	significanceLevel is not in (0, 1).
ArgumentException	normalityTest is not a valid NormalityTestKind value, or the selected test is incompatible with the supplied data.

Analyze(Vector<Double>, ControlRuleSet, Double, NormalityTestKind)

Computes assumption diagnostics for the supplied vector of individual observations.

public static CapabilityAssumptionDiagnostics Analyze(
	Vector<double> observations,
	ControlRuleSet? ruleSet = null,
	double significanceLevel = 0.05,
	NormalityTestKind normalityTest = NormalityTestKind.AndersonDarling
)

Visual Basic

Public Shared Function Analyze ( 
	observations As Vector(Of Double),
	Optional ruleSet As ControlRuleSet = Nothing,
	Optional significanceLevel As Double = 0.05,
	Optional normalityTest As NormalityTestKind = NormalityTestKind.AndersonDarling
) As CapabilityAssumptionDiagnostics

C++/CLI

public:
static CapabilityAssumptionDiagnostics^ Analyze(
	Vector<double>^ observations, 
	ControlRuleSet^ ruleSet = nullptr, 
	double significanceLevel = 0.05, 
	NormalityTestKind normalityTest = NormalityTestKind::AndersonDarling
)

static member Analyze : 
        observations : Vector<float> * 
        ?ruleSet : ControlRuleSet * 
        ?significanceLevel : float * 
        ?normalityTest : NormalityTestKind 
(* Defaults:
        let _ruleSet = defaultArg ruleSet null
        let _significanceLevel = defaultArg significanceLevel 0.05
        let _normalityTest = defaultArg normalityTest NormalityTestKind.AndersonDarling
*)
-> CapabilityAssumptionDiagnostics

Parameters

observations Vector<Double>: The ordered sequence of individual measurements.
ruleSet ControlRuleSet (Optional): Optional rule set used to detect out-of-control signals. When nullHasOutOfControlSignals is always false.
significanceLevel Double (Optional): The significance level for the normality test. Must be in (0, 1). Defaults to 0.05.
normalityTest NormalityTestKind (Optional): The normality test to apply. Defaults to AndersonDarling.

Return Value

CapabilityAssumptionDiagnostics
A CapabilityAssumptionDiagnostics containing the normality test result and advisory diagnostics.

Exceptions

ArgumentNullException	observations is null.
ArgumentOutOfRangeException	significanceLevel is not in (0, 1).
ArgumentException	normalityTest is not a valid NormalityTestKind value, or the selected test is incompatible with the supplied data.

Analyze(Vector<Double>, IGrouping, ControlRuleSet, Double, NormalityTestKind)

Computes assumption diagnostics for the supplied vector of observations with an associated grouping.

public static CapabilityAssumptionDiagnostics Analyze(
	Vector<double> observations,
	IGrouping grouping,
	ControlRuleSet? ruleSet = null,
	double significanceLevel = 0.05,
	NormalityTestKind normalityTest = NormalityTestKind.AndersonDarling
)

Visual Basic

Public Shared Function Analyze ( 
	observations As Vector(Of Double),
	grouping As IGrouping,
	Optional ruleSet As ControlRuleSet = Nothing,
	Optional significanceLevel As Double = 0.05,
	Optional normalityTest As NormalityTestKind = NormalityTestKind.AndersonDarling
) As CapabilityAssumptionDiagnostics

C++/CLI

public:
static CapabilityAssumptionDiagnostics^ Analyze(
	Vector<double>^ observations, 
	IGrouping^ grouping, 
	ControlRuleSet^ ruleSet = nullptr, 
	double significanceLevel = 0.05, 
	NormalityTestKind normalityTest = NormalityTestKind::AndersonDarling
)

static member Analyze : 
        observations : Vector<float> * 
        grouping : IGrouping * 
        ?ruleSet : ControlRuleSet * 
        ?significanceLevel : float * 
        ?normalityTest : NormalityTestKind 
(* Defaults:
        let _ruleSet = defaultArg ruleSet null
        let _significanceLevel = defaultArg significanceLevel 0.05
        let _normalityTest = defaultArg normalityTest NormalityTestKind.AndersonDarling
*)
-> CapabilityAssumptionDiagnostics

Parameters

observations Vector<Double>: The ordered sequence of measurements.
grouping IGrouping: The grouping that assigns each observation to a subgroup.
ruleSet ControlRuleSet (Optional): Optional rule set used to detect out-of-control signals.
significanceLevel Double (Optional): The significance level for the normality test. Must be in (0, 1). Defaults to 0.05.
normalityTest NormalityTestKind (Optional): The normality test to apply. Defaults to AndersonDarling.

Return Value

CapabilityAssumptionDiagnostics
A CapabilityAssumptionDiagnostics containing the normality test result and advisory diagnostics.

Exceptions

ArgumentNullException	observations or grouping is null.
ArgumentOutOfRangeException	significanceLevel is not in (0, 1).
ArgumentException	normalityTest is not a valid NormalityTestKind value, or the selected test is incompatible with the supplied data.

CapabilityDiagnostics.Analyze Method

Definition

Overload List

Analyze(Matrix<Double>, ControlRuleSet, Double, NormalityTestKind)

Parameters

Return Value

Exceptions

Analyze(ReadOnlySpan<Double>, ControlRuleSet, Double, NormalityTestKind)

Parameters

Return Value

Exceptions

Analyze(Vector<Double>, ControlRuleSet, Double, NormalityTestKind)

Parameters

Return Value

Exceptions

Analyze(Vector<Double>, IGrouping, ControlRuleSet, Double, NormalityTestKind)

Parameters

Return Value

Exceptions

See Also

Reference