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