Regress Namespace

Header: Dew.Stats/Units.Regress.h · Cross-compiler

namespace Dew::Stats::Units::Regress

Functions

NameDescription
ANOVA1 (2)Performs a one-way (single-factor) analysis of variance (ANOVA).
ANOVA2Performs balanced two-way analysis of variance (ANOVA).
LinRegressSimple linear regression.
LogisticRegress (2)Logistic regression.
MulLinRegress (2)Multivariante linear regression.
MultiNumericDeriveVectorized computation of the numerical derivative for the regress function.
NLinRegress (4)General non-linear regression.
NumericDeriveNumerical derivative for regress function.
PCRegress (2)Principal Component Regression.
PoissonRegressPoisson generalized linear model with log-link.
PRESSPrediction error sum of squares (PRESS).
R2R2 value.
RegressTest (2)Regression tests.
RidgeOptimalkOptimal k value for ridge regression.
RidgeRegressRegression by using "ridge" regression method.
StepwiseRegressionStepwise regression is an optimization aglorithm aiming to improve the quality of the multiple linear regression by excluding noisy variables.