![]() | GoodnessOfFit Class |
Namespace: CenterSpace.NMath.Core
The GoodnessOfFit type exposes the following members.
Name | Description | |
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![]() | GoodnessOfFit(LinearRegression) |
Constructs a GoodnessOfFit instance from the given LinearRegression.
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![]() | GoodnessOfFit(PolynomialLeastSquares, DoubleVector, DoubleVector) |
Constructs a GoodnessOfFit instance from the given PolynomialLeastSquares.
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![]() | GoodnessOfFit(OneVariableFunctionFitterLevenbergMarquardtMinimizer, DoubleVector, DoubleVector, DoubleVector) |
Constructs a GoodnessOfFit instance from the given OneVariableFunctionFitter
which uses the LevenbergMarquardtMinimizer.
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![]() | GoodnessOfFit(OneVariableFunctionFitterTrustRegionMinimizer, DoubleVector, DoubleVector, DoubleVector) |
Constructs a GoodnessOfFit instance from the given OneVariableFunctionFitter
which uses the TrustRegionMinimizer.
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Name | Description | |
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![]() | AdjustedRsquared |
Gets the adjusted coefficient of determination.
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![]() | ErrorDegreesOfFreedom |
Gets the number of degrees of freedom for the model error.
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![]() | FStatistic |
Gets the overall F-statistic for the model.
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![]() | FStatisticPValue |
Gets the p-value for the F-statistic.
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![]() | MeanSquaredRegression |
Gets the mean squared for the regression.
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![]() | MeanSquaredResidual |
Gets the mean squared residual.
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![]() | ModelDegreesOfFreedom |
Gets the number of degrees of freedom for the model.
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![]() | Parameters |
Gets an array of parameter objects which may be used to perform hypothesis tests on
individual parameters in the model.
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![]() | RegressionSumOfSquares |
Gets the regression sum of squares.
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![]() | ResidualStandardError |
Gets the residual standard error.
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![]() | ResidualSumOfSquares |
Gets the residual sum of squares.
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![]() | RSquared |
Gets the coefficient of determination.
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Name | Description | |
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![]() | Clone |
Creates a deep copy of this GoodnessOfFit.
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![]() | FStatisticCriticalValue |
Computes the critical value for the F-statistic at the given
signicance level.
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![]() ![]() | GetGoodnessOfFitM |
Constructs a GoodnessOfFit instance from the given OneVariableFunctionFitter.
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![]() | ToString |
String representation of a GoodnessOfFit object.
(Overrides ObjectToString.) |