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Computes linear regression of given point set using TheilSen algorithm.
Namespace: | AvlNet |
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Assembly: | AVL.NET.dll |
Syntax
C++
C#
public static void LinearRegression_TheilSen ( IList<float> inYValues, NullableRef<IList<float>> inXValues, AvlNet.TheilSenVariant inVariant, out AvlNet.LinearFunction outLinearFunction, IList<float> outEstimatedValues, IList<float> outResiduals )
Parameters
Name | Type | Range | Default | Description | |
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inYValues | System.Collections.Generic.IList<float> | Sequence of ordinates. | |||
inXValues | AvlNet.NullableRef<System.Collections.Generic.IList<float>> | Sequence of abscissae, or {0, 1, 2, ...} by default. Default value: atl::NIL. | |||
inVariant | AvlNet.TheilSenVariant | Switches between Theil-Sen and Siegel methods. | |||
outLinearFunction | AvlNet.LinearFunction | Linear function approximating the given point set. | |||
outEstimatedValues | System.Collections.Generic.IList<float> | The result of application of the computed function to the X values. | |||
outResiduals | System.Collections.Generic.IList<float> | Difference between an input Y value and the corresponding estimated value. |
Errors
List of possible exceptions:
Error type | Description |
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DomainError | Empty array of points in LinearRegression_TheilSen. |
DomainError | Inconsistent size of arrays in LinearRegression_TheilSen. |