# Geometrically Designed Spline Regression

## Documentation for package ‘GeDS’ version 0.3.5

- 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
shapeConstrain | Apply Shape Constraints to GeDS Fits
shapeConstrain.GeDS | Apply Shape Constraints to a Fitted GeDS Model
shapeConstrain.GeDSboost | Apply Shape Constraints to a Fitted GeDSboost Model
shapeConstrain.GeDSgam | Apply Shape Constraints to a Fitted GeDSgam Model
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