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MultivariateMultiLinearRegression Method (IReadOnlyListDouble, IReadOnlyListIReadOnlyListDouble)

Performs a multivariate linear regression on the listed columns.

Namespace:  Meta.Numerics.Statistics
Assembly:  Meta.Numerics (in Meta.Numerics.dll) Version: 4.1.4
public static MultiLinearRegressionResult MultiLinearRegression(
	IReadOnlyList<double> yColumn,
	IReadOnlyList<IReadOnlyList<double>> xColumns


Type: System.Collections.GenericIReadOnlyListDouble
A column of dependent variable observations to be predicted.
Type: System.Collections.GenericIReadOnlyListIReadOnlyListDouble
A list of columns of independent variable observations that serve as inputs to the regression function.

Return Value

Type: MultiLinearRegressionResult
A multi-linear fit.
NullReferenceExceptionyColumn is , or xColumns is , or one of the x-columns in the list is .
DimensionMismatchExceptionNot all of the columns contain the same number of observations.
InsufficientDataExceptionThere are too few observations to perform the fit.

Note that the xColumns argument is column-oriented, i.e. it is a list of columns, not row-oriented, i.e. a list of rows. Either of these would match the method signature, but only column-oriented inputs will produce correct results.

See Also