Capability.Analyze Method

Definition

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

Overload List

Analyze(Matrix<Double>, SpecificationLimits, SigmaEstimator, Double)	Performs capability and performance analysis on a subgroup matrix and computes confidence intervals at the requested level.
Analyze(ReadOnlySpan<Double>, SpecificationLimits, SigmaEstimator, Double)	Performs capability and performance analysis on a span of individuals observations and computes confidence intervals at the requested level.
Analyze(ReadOnlySpan<Double>, ReadOnlySpan<Int32>, SpecificationLimits, SigmaEstimator)	Performs capability and performance analysis on flat observations with integer subgroup IDs.
Analyze(Vector<Double>, IGrouping, SpecificationLimits, SigmaEstimator)	Performs capability and performance analysis on grouped observations using a Numerics.NET grouping abstraction.
Analyze(Vector<Double>, SpecificationLimits, SigmaEstimator, Double)	Performs capability and performance analysis on an individuals series and computes confidence intervals at the requested level.
Analyze(ReadOnlySpan<Double>, ReadOnlySpan<Int32>, SpecificationLimits, SigmaEstimator, Double)	Performs capability and performance analysis on flat observations with integer subgroup IDs and computes confidence intervals at the requested level.
Analyze(Vector<Double>, IGrouping, SpecificationLimits, SigmaEstimator, Double)	Performs capability and performance analysis on grouped observations using a Numerics.NET grouping abstraction and computes confidence intervals at the requested level.
Analyze(ControlChart, SpecificationLimits, Nullable<Double>, Nullable<TestOfNormality>, ControlRuleSet, Double)	Performs capability and performance analysis from a fitted or deployed variable control chart, using the chart's established baseline parameters.
Analyze(Matrix<Double>, SpecificationLimits, SigmaEstimator, Nullable<TestOfNormality>, ControlRuleSet, Double)	Performs capability and performance analysis on a subgroup matrix.
Analyze(ReadOnlySpan<Double>, SpecificationLimits, SigmaEstimator, Nullable<TestOfNormality>, ControlRuleSet, Double)	Performs capability and performance analysis on a span of individuals observations.
Analyze(Vector<Double>, SpecificationLimits, SigmaEstimator, Nullable<TestOfNormality>, ControlRuleSet, Double)	Performs capability and performance analysis on an individuals series.

Analyze(Matrix<Double>, SpecificationLimits, SigmaEstimator, Double)

Performs capability and performance analysis on a subgroup matrix and computes confidence intervals at the requested level.

public static CapabilityAnalysisResult Analyze(
	Matrix<double> subgroups,
	SpecificationLimits specifications,
	SigmaEstimator withinSigma,
	double confidenceLevel
)

Visual Basic

Public Shared Function Analyze ( 
	subgroups As Matrix(Of Double),
	specifications As SpecificationLimits,
	withinSigma As SigmaEstimator,
	confidenceLevel As Double
) As CapabilityAnalysisResult

C++/CLI

public:
static CapabilityAnalysisResult^ Analyze(
	Matrix<double>^ subgroups, 
	SpecificationLimits^ specifications, 
	SigmaEstimator withinSigma, 
	double confidenceLevel
)

static member Analyze : 
        subgroups : Matrix<float> * 
        specifications : SpecificationLimits * 
        withinSigma : SigmaEstimator * 
        confidenceLevel : float -> CapabilityAnalysisResult

Parameters

subgroups Matrix<Double>: A matrix whose rows are ordered subgroups and whose columns are measurements within each subgroup.
specifications SpecificationLimits: The specification limits for the process.
withinSigma SigmaEstimator: The estimator used to compute within-process sigma.
confidenceLevel Double: The confidence level for the intervals, expressed as a probability in (0, 1). For example, 0.95 requests 95% confidence intervals.

Return Value

CapabilityAnalysisResult
A CapabilityAnalysisResult with capability and performance metrics and populated confidence intervals.

Exceptions

ArgumentNullException	subgroups or specifications is null.
ArgumentOutOfRangeException	confidenceLevel is not in the open interval (0, 1).
ArgumentException	The input is empty, contains non-finite values, or the requested estimator is incompatible with the supplied data shape.

Analyze(ReadOnlySpan<Double>, SpecificationLimits, SigmaEstimator, Double)

Performs capability and performance analysis on a span of individuals observations and computes confidence intervals at the requested level.

public static CapabilityAnalysisResult Analyze(
	ReadOnlySpan<double> observations,
	SpecificationLimits specifications,
	SigmaEstimator withinSigma,
	double confidenceLevel
)

Visual Basic

Public Shared Function Analyze ( 
	observations As ReadOnlySpan(Of Double),
	specifications As SpecificationLimits,
	withinSigma As SigmaEstimator,
	confidenceLevel As Double
) As CapabilityAnalysisResult

C++/CLI

public:
static CapabilityAnalysisResult^ Analyze(
	ReadOnlySpan<double> observations, 
	SpecificationLimits^ specifications, 
	SigmaEstimator withinSigma, 
	double confidenceLevel
)

static member Analyze : 
        observations : ReadOnlySpan<float> * 
        specifications : SpecificationLimits * 
        withinSigma : SigmaEstimator * 
        confidenceLevel : float -> CapabilityAnalysisResult

Parameters

observations ReadOnlySpan<Double>: The ordered sequence of individual observations.
specifications SpecificationLimits: The specification limits for the process.
withinSigma SigmaEstimator: The estimator used to compute within-process sigma.
confidenceLevel Double: The confidence level for the intervals, expressed as a probability in (0, 1). For example, 0.95 requests 95% confidence intervals.

Return Value

CapabilityAnalysisResult
A CapabilityAnalysisResult with capability and performance metrics and populated confidence intervals.

Exceptions

ArgumentNullException	specifications is null.
ArgumentOutOfRangeException	confidenceLevel is not in the open interval (0, 1).
ArgumentException	The input is empty, contains non-finite values, or the requested estimator is incompatible with individuals data.

Analyze(ReadOnlySpan<Double>, ReadOnlySpan<Int32>, SpecificationLimits, SigmaEstimator)

Performs capability and performance analysis on flat observations with integer subgroup IDs.

public static CapabilityAnalysisResult Analyze(
	ReadOnlySpan<double> observations,
	ReadOnlySpan<int> subgroupIds,
	SpecificationLimits specifications,
	SigmaEstimator withinSigma = SigmaEstimator.WithinRange
)

Visual Basic

Public Shared Function Analyze ( 
	observations As ReadOnlySpan(Of Double),
	subgroupIds As ReadOnlySpan(Of Integer),
	specifications As SpecificationLimits,
	Optional withinSigma As SigmaEstimator = SigmaEstimator.WithinRange
) As CapabilityAnalysisResult

C++/CLI

public:
static CapabilityAnalysisResult^ Analyze(
	ReadOnlySpan<double> observations, 
	ReadOnlySpan<int> subgroupIds, 
	SpecificationLimits^ specifications, 
	SigmaEstimator withinSigma = SigmaEstimator::WithinRange
)

static member Analyze : 
        observations : ReadOnlySpan<float> * 
        subgroupIds : ReadOnlySpan<int> * 
        specifications : SpecificationLimits * 
        ?withinSigma : SigmaEstimator 
(* Defaults:
        let _withinSigma = defaultArg withinSigma SigmaEstimator.WithinRange
*)
-> CapabilityAnalysisResult

Parameters

observations ReadOnlySpan<Double>: The flat sequence of observations.
subgroupIds ReadOnlySpan<Int32>: Subgroup identifiers, one per observation. Subgroup order in the result follows first-appearance order.
specifications SpecificationLimits: The specification limits for the process.
withinSigma SigmaEstimator (Optional): The estimator used to compute within-process sigma. Defaults to WithinRange.

Return Value

CapabilityAnalysisResult
A CapabilityAnalysisResult containing the computed capability and performance metrics.

Exceptions

ArgumentNullException	specifications is null.
ArgumentException	The inputs are empty, have mismatched lengths, contain non-finite values, or the requested estimator is incompatible with the supplied data shape.

Analyze(Vector<Double>, IGrouping, SpecificationLimits, SigmaEstimator)

Performs capability and performance analysis on grouped observations using a Numerics.NET grouping abstraction.

public static CapabilityAnalysisResult Analyze(
	Vector<double> observations,
	IGrouping grouping,
	SpecificationLimits specifications,
	SigmaEstimator withinSigma = SigmaEstimator.WithinRange
)

Visual Basic

Public Shared Function Analyze ( 
	observations As Vector(Of Double),
	grouping As IGrouping,
	specifications As SpecificationLimits,
	Optional withinSigma As SigmaEstimator = SigmaEstimator.WithinRange
) As CapabilityAnalysisResult

C++/CLI

public:
static CapabilityAnalysisResult^ Analyze(
	Vector<double>^ observations, 
	IGrouping^ grouping, 
	SpecificationLimits^ specifications, 
	SigmaEstimator withinSigma = SigmaEstimator::WithinRange
)

static member Analyze : 
        observations : Vector<float> * 
        grouping : IGrouping * 
        specifications : SpecificationLimits * 
        ?withinSigma : SigmaEstimator 
(* Defaults:
        let _withinSigma = defaultArg withinSigma SigmaEstimator.WithinRange
*)
-> CapabilityAnalysisResult

Parameters

observations Vector<Double>: The observations to analyze.
grouping IGrouping: The grouping that defines subgroup membership.
specifications SpecificationLimits: The specification limits for the process.
withinSigma SigmaEstimator (Optional): The estimator used to compute within-process sigma. Defaults to WithinRange.

Return Value

CapabilityAnalysisResult
A CapabilityAnalysisResult containing the computed capability and performance metrics.

Exceptions

ArgumentNullException	observations, grouping, or specifications is null.
ArgumentException	The input is empty, contains non-finite values, or the requested estimator is incompatible with the supplied data shape.

Analyze(Vector<Double>, SpecificationLimits, SigmaEstimator, Double)

Performs capability and performance analysis on an individuals series and computes confidence intervals at the requested level.

public static CapabilityAnalysisResult Analyze(
	Vector<double> observations,
	SpecificationLimits specifications,
	SigmaEstimator withinSigma,
	double confidenceLevel
)

Visual Basic

Public Shared Function Analyze ( 
	observations As Vector(Of Double),
	specifications As SpecificationLimits,
	withinSigma As SigmaEstimator,
	confidenceLevel As Double
) As CapabilityAnalysisResult

C++/CLI

public:
static CapabilityAnalysisResult^ Analyze(
	Vector<double>^ observations, 
	SpecificationLimits^ specifications, 
	SigmaEstimator withinSigma, 
	double confidenceLevel
)

static member Analyze : 
        observations : Vector<float> * 
        specifications : SpecificationLimits * 
        withinSigma : SigmaEstimator * 
        confidenceLevel : float -> CapabilityAnalysisResult

Parameters

observations Vector<Double>: The ordered sequence of individual observations.
specifications SpecificationLimits: The specification limits for the process.
withinSigma SigmaEstimator: The estimator used to compute within-process sigma.
confidenceLevel Double: The confidence level for the intervals, expressed as a probability in (0, 1). For example, 0.95 requests 95% confidence intervals.

Return Value

CapabilityAnalysisResult
A CapabilityAnalysisResult with capability and performance metrics and populated confidence intervals.

Exceptions

ArgumentNullException	observations or specifications is null.
ArgumentOutOfRangeException	confidenceLevel is not in the open interval (0, 1).
ArgumentException	The input is empty, contains non-finite values, or the requested estimator is incompatible with individuals data.

Analyze(ReadOnlySpan<Double>, ReadOnlySpan<Int32>, SpecificationLimits, SigmaEstimator, Double)

Performs capability and performance analysis on flat observations with integer subgroup IDs and computes confidence intervals at the requested level.

public static CapabilityAnalysisResult Analyze(
	ReadOnlySpan<double> observations,
	ReadOnlySpan<int> subgroupIds,
	SpecificationLimits specifications,
	SigmaEstimator withinSigma,
	double confidenceLevel
)

Visual Basic

Public Shared Function Analyze ( 
	observations As ReadOnlySpan(Of Double),
	subgroupIds As ReadOnlySpan(Of Integer),
	specifications As SpecificationLimits,
	withinSigma As SigmaEstimator,
	confidenceLevel As Double
) As CapabilityAnalysisResult

C++/CLI

public:
static CapabilityAnalysisResult^ Analyze(
	ReadOnlySpan<double> observations, 
	ReadOnlySpan<int> subgroupIds, 
	SpecificationLimits^ specifications, 
	SigmaEstimator withinSigma, 
	double confidenceLevel
)

static member Analyze : 
        observations : ReadOnlySpan<float> * 
        subgroupIds : ReadOnlySpan<int> * 
        specifications : SpecificationLimits * 
        withinSigma : SigmaEstimator * 
        confidenceLevel : float -> CapabilityAnalysisResult

Parameters

observations ReadOnlySpan<Double>: The flat sequence of observations.
subgroupIds ReadOnlySpan<Int32>: Subgroup identifiers, one per observation. Subgroup order in the result follows first-appearance order.
specifications SpecificationLimits: The specification limits for the process.
withinSigma SigmaEstimator: The estimator used to compute within-process sigma.
confidenceLevel Double: The confidence level for the intervals, expressed as a probability in (0, 1). For example, 0.95 requests 95% confidence intervals.

Return Value

CapabilityAnalysisResult
A CapabilityAnalysisResult with capability and performance metrics and populated confidence intervals.

Exceptions

ArgumentNullException	specifications is null.
ArgumentOutOfRangeException	confidenceLevel is not in the open interval (0, 1).
ArgumentException	The inputs are empty, have mismatched lengths, contain non-finite values, or the requested estimator is incompatible with the supplied data shape.

Analyze(Vector<Double>, IGrouping, SpecificationLimits, SigmaEstimator, Double)

Performs capability and performance analysis on grouped observations using a Numerics.NET grouping abstraction and computes confidence intervals at the requested level.

public static CapabilityAnalysisResult Analyze(
	Vector<double> observations,
	IGrouping grouping,
	SpecificationLimits specifications,
	SigmaEstimator withinSigma,
	double confidenceLevel
)

Visual Basic

Public Shared Function Analyze ( 
	observations As Vector(Of Double),
	grouping As IGrouping,
	specifications As SpecificationLimits,
	withinSigma As SigmaEstimator,
	confidenceLevel As Double
) As CapabilityAnalysisResult

C++/CLI

public:
static CapabilityAnalysisResult^ Analyze(
	Vector<double>^ observations, 
	IGrouping^ grouping, 
	SpecificationLimits^ specifications, 
	SigmaEstimator withinSigma, 
	double confidenceLevel
)

static member Analyze : 
        observations : Vector<float> * 
        grouping : IGrouping * 
        specifications : SpecificationLimits * 
        withinSigma : SigmaEstimator * 
        confidenceLevel : float -> CapabilityAnalysisResult

Parameters

observations Vector<Double>: The observations to analyze.
grouping IGrouping: The grouping that defines subgroup membership.
specifications SpecificationLimits: The specification limits for the process.
withinSigma SigmaEstimator: The estimator used to compute within-process sigma.
confidenceLevel Double: The confidence level for the intervals, expressed as a probability in (0, 1). For example, 0.95 requests 95% confidence intervals.

Return Value

CapabilityAnalysisResult
A CapabilityAnalysisResult with capability and performance metrics and populated confidence intervals.

Exceptions

ArgumentNullException	observations, grouping, or specifications is null.
ArgumentOutOfRangeException	confidenceLevel is not in the open interval (0, 1).
ArgumentException	The input is empty, contains non-finite values, or the requested estimator is incompatible with the supplied data shape.

Analyze(ControlChart, SpecificationLimits, Nullable<Double>, Nullable<TestOfNormality>, ControlRuleSet, Double)

Performs capability and performance analysis from a fitted or deployed variable control chart, using the chart's established baseline parameters.

public static CapabilityAnalysisResult Analyze(
	ControlChart chart,
	SpecificationLimits specifications,
	double? confidenceLevel = null,
	TestOfNormality? normalityTest = null,
	ControlRuleSet? ruleSet = null,
	double significanceLevel = 0.05
)

Visual Basic

Public Shared Function Analyze ( 
	chart As ControlChart,
	specifications As SpecificationLimits,
	Optional confidenceLevel As Double? = Nothing,
	Optional normalityTest As TestOfNormality? = Nothing,
	Optional ruleSet As ControlRuleSet = Nothing,
	Optional significanceLevel As Double = 0.05
) As CapabilityAnalysisResult

C++/CLI

public:
static CapabilityAnalysisResult^ Analyze(
	ControlChart^ chart, 
	SpecificationLimits^ specifications, 
	Nullable<double> confidenceLevel = nullptr, 
	Nullable<TestOfNormality> normalityTest = nullptr, 
	ControlRuleSet^ ruleSet = nullptr, 
	double significanceLevel = 0.05
)

static member Analyze : 
        chart : ControlChart * 
        specifications : SpecificationLimits * 
        ?confidenceLevel : Nullable<float> * 
        ?normalityTest : Nullable<TestOfNormality> * 
        ?ruleSet : ControlRuleSet * 
        ?significanceLevel : float 
(* Defaults:
        let _confidenceLevel = defaultArg confidenceLevel null
        let _normalityTest = defaultArg normalityTest null
        let _ruleSet = defaultArg ruleSet null
        let _significanceLevel = defaultArg significanceLevel 0.05
*)
-> CapabilityAnalysisResult

Parameters

chart ControlChart: A fitted or deployed variable control chart (IndividualsMovingRangeChartSet, XBarRChartSet, or XBarSChartSet).
specifications SpecificationLimits: The specification limits for the process.
confidenceLevel Nullable<Double> (Optional): An optional confidence level for computing confidence intervals on the capability indices, expressed as a probability in (0, 1). For example, 0.95 requests 95% confidence intervals. When null, no confidence intervals are computed. Confidence intervals require a Fitted chart (raw data must be available).
normalityTest Nullable<TestOfNormality> (Optional): Optional normality test to include in the assumption diagnostics. Pass null to skip normality testing.
ruleSet ControlRuleSet (Optional): Optional control rule set used to check for out-of-control signals in the assumption diagnostics. Pass null to skip rule evaluation.
significanceLevel Double (Optional): Significance level for the normality test when normalityTest is supplied. Defaults to 0.05.

Return Value

CapabilityAnalysisResult
A CapabilityAnalysisResult containing capability and performance metrics derived from the chart's fitted parameters.

Remarks

The chart's fitted sigma estimate is used as the within-subgroup sigma for capability indices. For an IndividualsMovingRangeChartSet, this is MR̄/d₂. For an XBarRChartSet, this is R̄/d₂. For an XBarSChartSet, this is S̄/c₄.

For a Fitted IndividualsMovingRangeChartSet, the result matches calling Capability.Analyze(observations, specifications, sigmaEstimator) directly with the same data.

For Deployed charts, the chart's stored baseline parameters are used for both within-sigma and overall-sigma. Confidence intervals are not supported in Deployed state.

Exceptions

ArgumentNullException	chart or specifications is null.
InvalidOperationException	The chart is in the Unfitted state. Analyze() must be called before performing capability analysis. Also thrown when confidenceLevel is non-null but the chart is in the Deployed state.
ArgumentOutOfRangeException	confidenceLevel is not in the open interval (0, 1).
NotSupportedException	The chart type does not support normal-distribution capability analysis. Attribute charts (PChart, NpChart, CChart, UChart) and time-weighted charts (EwmaChart, CusumChart) are not supported.

Analyze(Matrix<Double>, SpecificationLimits, SigmaEstimator, Nullable<TestOfNormality>, ControlRuleSet, Double)

Performs capability and performance analysis on a subgroup matrix.

public static CapabilityAnalysisResult Analyze(
	Matrix<double> subgroups,
	SpecificationLimits specifications,
	SigmaEstimator withinSigma = SigmaEstimator.WithinRange,
	TestOfNormality? normalityTest = null,
	ControlRuleSet? ruleSet = null,
	double significanceLevel = 0.05
)

Visual Basic

Public Shared Function Analyze ( 
	subgroups As Matrix(Of Double),
	specifications As SpecificationLimits,
	Optional withinSigma As SigmaEstimator = SigmaEstimator.WithinRange,
	Optional normalityTest As TestOfNormality? = Nothing,
	Optional ruleSet As ControlRuleSet = Nothing,
	Optional significanceLevel As Double = 0.05
) As CapabilityAnalysisResult

C++/CLI

public:
static CapabilityAnalysisResult^ Analyze(
	Matrix<double>^ subgroups, 
	SpecificationLimits^ specifications, 
	SigmaEstimator withinSigma = SigmaEstimator::WithinRange, 
	Nullable<TestOfNormality> normalityTest = nullptr, 
	ControlRuleSet^ ruleSet = nullptr, 
	double significanceLevel = 0.05
)

static member Analyze : 
        subgroups : Matrix<float> * 
        specifications : SpecificationLimits * 
        ?withinSigma : SigmaEstimator * 
        ?normalityTest : Nullable<TestOfNormality> * 
        ?ruleSet : ControlRuleSet * 
        ?significanceLevel : float 
(* Defaults:
        let _withinSigma = defaultArg withinSigma SigmaEstimator.WithinRange
        let _normalityTest = defaultArg normalityTest null
        let _ruleSet = defaultArg ruleSet null
        let _significanceLevel = defaultArg significanceLevel 0.05
*)
-> CapabilityAnalysisResult

Parameters

subgroups Matrix<Double>: A matrix whose rows are ordered subgroups and whose columns are measurements within each subgroup.
specifications SpecificationLimits: The specification limits for the process.
withinSigma SigmaEstimator (Optional): The estimator used to compute within-process sigma. Defaults to WithinRange.
normalityTest Nullable<TestOfNormality> (Optional): Optional normality test to include in the assumption diagnostics. Pass null to skip normality testing.
ruleSet ControlRuleSet (Optional): Optional control rule set used to check for out-of-control signals in the assumption diagnostics. Pass null to skip rule evaluation.
significanceLevel Double (Optional): Significance level for the normality test when normalityTest is supplied. Defaults to 0.05.

Return Value

CapabilityAnalysisResult
A CapabilityAnalysisResult containing the computed capability and performance metrics.

Exceptions

ArgumentNullException	subgroups or specifications is null.
ArgumentException	The input is empty, contains non-finite values, or the requested estimator is incompatible with the supplied data shape.

Analyze(ReadOnlySpan<Double>, SpecificationLimits, SigmaEstimator, Nullable<TestOfNormality>, ControlRuleSet, Double)

Performs capability and performance analysis on a span of individuals observations.

public static CapabilityAnalysisResult Analyze(
	ReadOnlySpan<double> observations,
	SpecificationLimits specifications,
	SigmaEstimator withinSigma = SigmaEstimator.MovingRange,
	TestOfNormality? normalityTest = null,
	ControlRuleSet? ruleSet = null,
	double significanceLevel = 0.05
)

Visual Basic

Public Shared Function Analyze ( 
	observations As ReadOnlySpan(Of Double),
	specifications As SpecificationLimits,
	Optional withinSigma As SigmaEstimator = SigmaEstimator.MovingRange,
	Optional normalityTest As TestOfNormality? = Nothing,
	Optional ruleSet As ControlRuleSet = Nothing,
	Optional significanceLevel As Double = 0.05
) As CapabilityAnalysisResult

C++/CLI

public:
static CapabilityAnalysisResult^ Analyze(
	ReadOnlySpan<double> observations, 
	SpecificationLimits^ specifications, 
	SigmaEstimator withinSigma = SigmaEstimator::MovingRange, 
	Nullable<TestOfNormality> normalityTest = nullptr, 
	ControlRuleSet^ ruleSet = nullptr, 
	double significanceLevel = 0.05
)

static member Analyze : 
        observations : ReadOnlySpan<float> * 
        specifications : SpecificationLimits * 
        ?withinSigma : SigmaEstimator * 
        ?normalityTest : Nullable<TestOfNormality> * 
        ?ruleSet : ControlRuleSet * 
        ?significanceLevel : float 
(* Defaults:
        let _withinSigma = defaultArg withinSigma SigmaEstimator.MovingRange
        let _normalityTest = defaultArg normalityTest null
        let _ruleSet = defaultArg ruleSet null
        let _significanceLevel = defaultArg significanceLevel 0.05
*)
-> CapabilityAnalysisResult

Parameters

observations ReadOnlySpan<Double>: The ordered sequence of individual observations.
specifications SpecificationLimits: The specification limits for the process.
withinSigma SigmaEstimator (Optional): The estimator used to compute within-process sigma. Defaults to MovingRange.
normalityTest Nullable<TestOfNormality> (Optional): Optional normality test to include in the assumption diagnostics. Pass null to skip normality testing.
ruleSet ControlRuleSet (Optional): Optional control rule set used to check for out-of-control signals in the assumption diagnostics. Pass null to skip rule evaluation.
significanceLevel Double (Optional): Significance level for the normality test when normalityTest is supplied. Defaults to 0.05.

Return Value

CapabilityAnalysisResult
A CapabilityAnalysisResult containing the computed capability and performance metrics.

Exceptions

ArgumentNullException	specifications is null.
ArgumentException	The input is empty, contains non-finite values, or the requested estimator is incompatible with individuals data.

Analyze(Vector<Double>, SpecificationLimits, SigmaEstimator, Nullable<TestOfNormality>, ControlRuleSet, Double)

Performs capability and performance analysis on an individuals series.

public static CapabilityAnalysisResult Analyze(
	Vector<double> observations,
	SpecificationLimits specifications,
	SigmaEstimator withinSigma = SigmaEstimator.MovingRange,
	TestOfNormality? normalityTest = null,
	ControlRuleSet? ruleSet = null,
	double significanceLevel = 0.05
)

Visual Basic

Public Shared Function Analyze ( 
	observations As Vector(Of Double),
	specifications As SpecificationLimits,
	Optional withinSigma As SigmaEstimator = SigmaEstimator.MovingRange,
	Optional normalityTest As TestOfNormality? = Nothing,
	Optional ruleSet As ControlRuleSet = Nothing,
	Optional significanceLevel As Double = 0.05
) As CapabilityAnalysisResult

C++/CLI

public:
static CapabilityAnalysisResult^ Analyze(
	Vector<double>^ observations, 
	SpecificationLimits^ specifications, 
	SigmaEstimator withinSigma = SigmaEstimator::MovingRange, 
	Nullable<TestOfNormality> normalityTest = nullptr, 
	ControlRuleSet^ ruleSet = nullptr, 
	double significanceLevel = 0.05
)

static member Analyze : 
        observations : Vector<float> * 
        specifications : SpecificationLimits * 
        ?withinSigma : SigmaEstimator * 
        ?normalityTest : Nullable<TestOfNormality> * 
        ?ruleSet : ControlRuleSet * 
        ?significanceLevel : float 
(* Defaults:
        let _withinSigma = defaultArg withinSigma SigmaEstimator.MovingRange
        let _normalityTest = defaultArg normalityTest null
        let _ruleSet = defaultArg ruleSet null
        let _significanceLevel = defaultArg significanceLevel 0.05
*)
-> CapabilityAnalysisResult

Parameters

observations Vector<Double>: The ordered sequence of individual observations.
specifications SpecificationLimits: The specification limits for the process.
withinSigma SigmaEstimator (Optional): The estimator used to compute within-process sigma. Defaults to MovingRange.
normalityTest Nullable<TestOfNormality> (Optional): Optional normality test to include in the assumption diagnostics. Pass null to skip normality testing.
ruleSet ControlRuleSet (Optional): Optional control rule set used to check for out-of-control signals in the assumption diagnostics. Pass null to skip rule evaluation.
significanceLevel Double (Optional): Significance level for the normality test when normalityTest is supplied. Defaults to 0.05.

Return Value

CapabilityAnalysisResult
A CapabilityAnalysisResult containing the computed capability and performance metrics.

Exceptions

ArgumentNullException	observations or specifications is null.
ArgumentException	The input is empty, contains non-finite values, or the requested estimator is incompatible with individuals data.

Capability.Analyze Method

Definition

Overload List

Analyze(Matrix<Double>, SpecificationLimits, SigmaEstimator, Double)

Parameters

Return Value

Exceptions

Analyze(ReadOnlySpan<Double>, SpecificationLimits, SigmaEstimator, Double)

Parameters

Return Value

Exceptions

Analyze(ReadOnlySpan<Double>, ReadOnlySpan<Int32>, SpecificationLimits, SigmaEstimator)

Parameters

Return Value

Exceptions

Analyze(Vector<Double>, IGrouping, SpecificationLimits, SigmaEstimator)

Parameters

Return Value

Exceptions

Analyze(Vector<Double>, SpecificationLimits, SigmaEstimator, Double)

Parameters

Return Value

Exceptions

Analyze(ReadOnlySpan<Double>, ReadOnlySpan<Int32>, SpecificationLimits, SigmaEstimator, Double)

Parameters

Return Value

Exceptions

Analyze(Vector<Double>, IGrouping, SpecificationLimits, SigmaEstimator, Double)

Parameters

Return Value

Exceptions

Analyze(ControlChart, SpecificationLimits, Nullable<Double>, Nullable<TestOfNormality>, ControlRuleSet, Double)

Parameters

Return Value

Remarks

Exceptions

Analyze(Matrix<Double>, SpecificationLimits, SigmaEstimator, Nullable<TestOfNormality>, ControlRuleSet, Double)

Parameters

Return Value

Exceptions

Analyze(ReadOnlySpan<Double>, SpecificationLimits, SigmaEstimator, Nullable<TestOfNormality>, ControlRuleSet, Double)

Parameters

Return Value

Exceptions

Analyze(Vector<Double>, SpecificationLimits, SigmaEstimator, Nullable<TestOfNormality>, ControlRuleSet, Double)

Parameters

Return Value

Exceptions

See Also

Reference