LinearModelT Class

Represents the result of a linear regression.

Definition

Namespace: Austra.Library
Assembly: Austra.Library (in Austra.Library.dll) Version: 2.5.0+d1268756e036101f601080f153b3997e72fc912d
C#
public abstract class LinearModel<T> : IFormattable
Inheritance
Object    LinearModelT
Derived
Implements
IFormattable

Type Parameters

T
The type of the data source.

Properties

OriginalThe samples to be explained.
PredictionPredicted samples.
R2Explained variance versus total variance.
ResidualSumSquaresGets the residual sum of squares.
StandardErrorGets the standard error.
TotalSumSquaresGets the total sum of squares.
TStatsStudent-t statistics for the weights.
VariablesThe names of the samples used as predictors.
WeightsCalculated weights for the predictors.

Methods

EqualsDetermines whether the specified object is equal to the current object.
(Inherited from Object)
GetHashCodeServes as the default hash function.
(Inherited from Object)
GetTypeGets the Type of the current instance.
(Inherited from Object)
ToStringGets a textual representation of the model.
(Overrides ObjectToString)
ToString(String, IFormatProvider)Gets the string representation of the autoregressive model.

See Also