Geometrically Designed Spline Regression

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Documentation for package ‘GeDS’ version 0.3.3

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

GeDS-package	Geometrically Designed Spline Regression
BaFe2As2	Barium-Ferrum-Arsenide Powder Diffraction Data
BivariateFitter	Fitter Function for GeD Spline Regression for Bivariate Data
BivariateFitters	Fitter Function for GeD Spline Regression for Bivariate Data
bl_imp	Base Learner Importance for GeDSboost Objects
bl_imp.GeDSboost	Base Learner Importance for GeDSboost Objects
coalMining	Coal Mining Disasters Data
coef.GeDS	Coef Method for GeDS Objects
coef.GeDSboost	Coef Method for GeDSgam, GeDSboost
coef.GeDSgam	Coef Method for GeDSgam, GeDSboost
coef.GeDSgam,	Coef Method for GeDSgam, GeDSboost
coef.GeDSgam,boost	Coef Method for GeDSgam, GeDSboost
confint.GeDS	Confidence Intervals for GeDS Models Coefficients
confint.GeDSboost	Confidence Intervals for GeDS Models Coefficients
confint.GeDSgam	Confidence Intervals for GeDS Models Coefficients
crossv_GeDS	K-Fold Cross-Validation
CrystalData	Crystallographic Scattering Data
CrystalData10k	Crystallographic Scattering Data
CrystalData300k	Crystallographic Scattering Data
Derive	Derivative of GeDS Objects
deviance.GeDS	Deviance Method for GeDS, GeDSgam, GeDSboost
deviance.GeDSboost	Deviance Method for GeDS, GeDSgam, GeDSboost
deviance.GeDSgam	Deviance Method for GeDS, GeDSgam, GeDSboost
EWmortality	Death Counts in England and Wales
f	Defining the Covariates for the Spline Component in a GeDS Formula
family.GeDS	Extract Family from a GeDS, GeDSgam, GeDSboost Object
family.GeDSboost	Extract Family from a GeDS, GeDSgam, GeDSboost Object
family.GeDSgam	Extract Family from a GeDS, GeDSgam, GeDSboost Object
Fitters	Functions Used to Fit GeDS Objects with a Univariate Spline Regression
formula.GeDS	Formula for the Predictor Model
formula.GeDSboost	Formula for the Predictor Model
formula.GeDSgam	Formula for the Predictor Model
GeDS	Geometrically Designed Spline Regression
GenBivariateFitter	Fitter Function for GeD Spline Regression for Bivariate Data
GenUnivariateFitter	Functions Used to Fit GeDS Objects with a Univariate Spline Regression
GGeDS	Generalized Geometrically Designed Spline Regression Estimation
Integrate	Defined Integral of GeDS Objects
IRLSfit	IRLS Estimation
knots.GeDS	Knots Method for GeDS, GeDSgam, GeDSboost
knots.GeDSboost	Knots Method for GeDS, GeDSgam, GeDSboost
knots.GeDSgam	Knots Method for GeDS, GeDSgam, GeDSboost
lines.GeDS	Lines Method for GeDS Objects
logLik.GeDS	Extract Log-Likelihood from a GeDS Object
logLik.GeDSboost	Extract Log-Likelihood from a GeDS Object
logLik.GeDSgam	Extract Log-Likelihood from a GeDS Object
N.boost.iter	Extract Number of Boosting Iterations from a GeDSboost Object
N.boost.iter.GeDSboost	Extract Number of Boosting Iterations from a GeDSboost Object
NGeDS	Geometrically Designed Spline Regression Estimation
NGeDSboost	Component-Wise Gradient Boosting with NGeDS Base-Learners
NGeDSgam	NGeDSgam: Local Scoring Algorithm with GeD Splines in Backfitting
plot.GeDS	Plot Method for GeDS Objects
plot.GeDSboost	Plot Method for GeDSboost Objects
plot.GeDSgam	Plot Method for GeDSgam Objects
PPolyRep	Piecewise Polynomial Spline Representation
predict.GeDS	Predict Method for GeDS Objects
predict.GeDSboost	Predict Method for GeDSgam, GeDSboost
predict.GeDSboost,	Predict Method for GeDSgam, GeDSboost
predict.GeDSgam	Predict Method for GeDSgam, GeDSboost
predict.GeDSgam,boost	Predict Method for GeDSgam, GeDSboost
print.GeDS	Print Method for GeDS, GeDSgam, GeDSboost
print.GeDSboost	Print Method for GeDS, GeDSgam, GeDSboost
print.GeDSgam	Print Method for GeDS, GeDSgam, GeDSboost
SplineReg	Estimation for Models with Spline and Parametric Components
SplineReg_GLM	Estimation for Models with Spline and Parametric Components
SplineReg_LM	Estimation for Models with Spline and Parametric Components
summary.GeDS	Summary Method for GeDS, GeDSgam, GeDSboost
summary.GeDSboost	Summary Method for GeDS, GeDSgam, GeDSboost
summary.GeDSgam	Summary Method for GeDS, GeDSgam, GeDSboost
UnivariateFitter	Functions Used to Fit GeDS Objects with a Univariate Spline Regression
UnivariateFitters	Functions Used to Fit GeDS Objects with a Univariate Spline Regression
visualize_boosting	Visualize Boosting Iterations
visualize_boosting.GeDSboost	Visualize Boosting Iterations