Stats.ProcessMissingValues Method

Definition

Namespace: Numerics.NET.Statistics
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.0.2

Overload List

ProcessMissingValues(Double[], MissingValueAction)	Applies the specified action to the missing values in the values.
ProcessMissingValues(Vector<Double>, MissingValueAction)	Applies the specified action to the missing values in the values.
ProcessMissingValues(Double[], MissingValueAction, Double)	Applies the specified action to the missing values in the values.
ProcessMissingValues(Vector<Double>, MissingValueAction, Double)	Applies the specified action to the missing values in the values.
ProcessMissingValues(Double[], Double, MissingValueAction, Double)	Applies the specified action to the missing values in the values.
ProcessMissingValues(Vector<Double>, Double, MissingValueAction, Double)	Applies the specified action to the missing values in the values.

ProcessMissingValues(Double[], MissingValueAction)

Applies the specified action to the missing values in the values.

public static double[] ProcessMissingValues(
	double[] values,
	MissingValueAction action
)

Visual Basic

Public Shared Function ProcessMissingValues ( 
	values As Double(),
	action As MissingValueAction
) As Double()

C++/CLI

public:
static array<double>^ ProcessMissingValues(
	array<double>^ values, 
	MissingValueAction action
)

static member ProcessMissingValues : 
        values : float[] * 
        action : MissingValueAction -> float[]

Parameters

values Double[]: A Double array containing the values to process.
action MissingValueAction: A MissingValueAction value that specifies how the replacement value should be chosen.

Return Value

Double[]
A Double array containing the processed values.

Remarks

This method returns the original array unless action equals MissingValueAction.Discard and the values contains missing values.

If applicable, missing values are replaced by zero.

Exceptions

ArgumentNullException	values is null.
ArgumentOutOfRangeException	action is not a valid MissingValueAction value.
MissingValueException	action equals Fail and one of the observations is missing.

ProcessMissingValues(Vector<Double>, MissingValueAction)

Applies the specified action to the missing values in the values.

public static Vector<double> ProcessMissingValues(
	this Vector<double> values,
	MissingValueAction action
)

Visual Basic

<ExtensionAttribute>
Public Shared Function ProcessMissingValues ( 
	values As Vector(Of Double),
	action As MissingValueAction
) As Vector(Of Double)

C++/CLI

public:
[ExtensionAttribute]
static Vector<double>^ ProcessMissingValues(
	Vector<double>^ values, 
	MissingValueAction action
)

[<ExtensionAttribute>]
static member ProcessMissingValues : 
        values : Vector<float> * 
        action : MissingValueAction -> Vector<float>

Parameters

values Vector<Double>: A vector containing the values to process.
action MissingValueAction: A MissingValueAction value that specifies how the replacement value should be chosen.

Return Value

Vector<Double>
A vector containing the processed values.

Usage Note

In Visual Basic and C#, you can call this method as an instance method on any object of type Vector<Double>. When you use instance method syntax to call this method, omit the first parameter. For more information, see Extension Methods (Visual Basic) or Extension Methods (C# Programming Guide).

Remarks

This method returns the original vector unless action equals MissingValueAction.Discard and the values contains missing values.

If applicable, missing values are replaced by zero.

Exceptions

ArgumentOutOfRangeException	action is not a valid MissingValueAction value.
MissingValueException	action equals Fail and one of the observations is missing.

ProcessMissingValues(Double[], MissingValueAction, Double)

Applies the specified action to the missing values in the values.

public static double[] ProcessMissingValues(
	double[] values,
	MissingValueAction action,
	double replacementValue
)

Visual Basic

Public Shared Function ProcessMissingValues ( 
	values As Double(),
	action As MissingValueAction,
	replacementValue As Double
) As Double()

C++/CLI

public:
static array<double>^ ProcessMissingValues(
	array<double>^ values, 
	MissingValueAction action, 
	double replacementValue
)

static member ProcessMissingValues : 
        values : float[] * 
        action : MissingValueAction * 
        replacementValue : float -> float[]

Parameters

values Double[]: A Double array containing the values to process.
action MissingValueAction: A MissingValueAction value that specifies how the replacement value should be chosen.
replacementValue Double: The replacement value, if one is required.

Return Value

Double[]

Remarks

This method returns the original array unless action equals MissingValueAction.Discard and the values contains missing values.

Exceptions

ArgumentNullException	values is null.
ArgumentOutOfRangeException	action is not a valid MissingValueAction value.
MissingValueException	action equals Fail and one of the observations is missing.

ProcessMissingValues(Vector<Double>, MissingValueAction, Double)

Applies the specified action to the missing values in the values.

public static Vector<double> ProcessMissingValues(
	this Vector<double> values,
	MissingValueAction action,
	double replacementValue
)

Visual Basic

<ExtensionAttribute>
Public Shared Function ProcessMissingValues ( 
	values As Vector(Of Double),
	action As MissingValueAction,
	replacementValue As Double
) As Vector(Of Double)

C++/CLI

public:
[ExtensionAttribute]
static Vector<double>^ ProcessMissingValues(
	Vector<double>^ values, 
	MissingValueAction action, 
	double replacementValue
)

[<ExtensionAttribute>]
static member ProcessMissingValues : 
        values : Vector<float> * 
        action : MissingValueAction * 
        replacementValue : float -> Vector<float>

Parameters

values Vector<Double>: A vector containing the values to process.
action MissingValueAction: A MissingValueAction value that specifies how the replacement value should be chosen.
replacementValue Double: The replacement value, if one is required.

Return Value

Vector<Double>

Usage Note

Remarks

This method returns the original vector unless action equals MissingValueAction.Discard and the values contains missing values.

Exceptions

ArgumentNullException	values is null.
ArgumentOutOfRangeException	action is not a valid MissingValueAction value.
MissingValueException	action equals Fail and one of the observations is missing.

ProcessMissingValues(Double[], Double, MissingValueAction, Double)

Applies the specified action to the missing values in the values.

public static double[] ProcessMissingValues(
	double[] values,
	double missingValue,
	MissingValueAction action,
	double replacementValue
)

Visual Basic

Public Shared Function ProcessMissingValues ( 
	values As Double(),
	missingValue As Double,
	action As MissingValueAction,
	replacementValue As Double
) As Double()

C++/CLI

public:
static array<double>^ ProcessMissingValues(
	array<double>^ values, 
	double missingValue, 
	MissingValueAction action, 
	double replacementValue
)

static member ProcessMissingValues : 
        values : float[] * 
        missingValue : float * 
        action : MissingValueAction * 
        replacementValue : float -> float[]

Parameters

values Double[]: A Double array containing the values to process.
missingValue Double: The value that indicates the observation is missing.
action MissingValueAction: A MissingValueAction value that specifies how the replacement value should be chosen.
replacementValue Double: The replacement value, if one is required.

Return Value

Double[]

Remarks

This method returns the original array unless action equals MissingValueAction.Discard and the values contains missing values.

Exceptions

ArgumentNullException	values is null.
ArgumentOutOfRangeException	action is not a valid MissingValueAction value.
MissingValueException	action equals Fail and one of the observations is missing.

ProcessMissingValues(Vector<Double>, Double, MissingValueAction, Double)

Applies the specified action to the missing values in the values.

public static Vector<double> ProcessMissingValues(
	this Vector<double> values,
	double missingValue,
	MissingValueAction action,
	double replacementValue
)

Visual Basic

<ExtensionAttribute>
Public Shared Function ProcessMissingValues ( 
	values As Vector(Of Double),
	missingValue As Double,
	action As MissingValueAction,
	replacementValue As Double
) As Vector(Of Double)

C++/CLI

public:
[ExtensionAttribute]
static Vector<double>^ ProcessMissingValues(
	Vector<double>^ values, 
	double missingValue, 
	MissingValueAction action, 
	double replacementValue
)

[<ExtensionAttribute>]
static member ProcessMissingValues : 
        values : Vector<float> * 
        missingValue : float * 
        action : MissingValueAction * 
        replacementValue : float -> Vector<float>

Parameters

values Vector<Double>: A vector containing the values to process.
missingValue Double: The value that indicates the observation is missing.
action MissingValueAction: A MissingValueAction value that specifies how the replacement value should be chosen.
replacementValue Double: The replacement value, if one is required.

Return Value

Vector<Double>

Usage Note

Remarks

This method returns the original vector unless action equals MissingValueAction.Discard and the values contains missing values.

Exceptions

ArgumentNullException	values is null.
ArgumentOutOfRangeException	action is not a valid MissingValueAction value.
MissingValueException	action equals Fail and one of the observations is missing.

Stats.ProcessMissingValues Method

Definition

Overload List

ProcessMissingValues(Double[], MissingValueAction)

Parameters

Return Value

Remarks

Exceptions

ProcessMissingValues(Vector<Double>, MissingValueAction)

Parameters

Return Value

Usage Note

Remarks

Exceptions

ProcessMissingValues(Double[], MissingValueAction, Double)

Parameters

Return Value

Remarks

Exceptions

ProcessMissingValues(Vector<Double>, MissingValueAction, Double)

Parameters

Return Value

Usage Note

Remarks

Exceptions

ProcessMissingValues(Double[], Double, MissingValueAction, Double)

Parameters

Return Value

Remarks

Exceptions

ProcessMissingValues(Vector<Double>, Double, MissingValueAction, Double)

Parameters

Return Value

Usage Note

Remarks

Exceptions

See Also

Reference