# Geometrically Designed Spline Regression

## Documentation for package ‘GeDS’ version 0.3.1

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

## Help Pages

GeDS-package | GeDS
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 GeDSboost, GeDSgam
coef.GeDSboost, | Coef method for GeDSboost, GeDSgam
coef.GeDSboost,gam | Coef method for GeDSboost, GeDSgam
coef.GeDSgam | Coef method for GeDSboost, GeDSgam
coefficients.GeDS | Coef method for GeDS objects
coefficients.GeDSboost | Coef method for GeDSboost, GeDSgam
coefficients.GeDSgam | Coef method for GeDSboost, GeDSgam
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, GeDSboost, GeDSgam
deviance.GeDSboost | Deviance method for GeDS, GeDSboost, GeDSgam
deviance.GeDSgam | Deviance method for GeDS, GeDSboost, GeDSgam
EWmortality | Death counts in England and Wales
f | Defining the covariates for the spline component in a GeDS formula.
Fitters | Functions used to fit GeDS objects with an univariate spline regression component
formula.GeDS | Formula for the predictor model
GeDS | GeDS
GeDS-Class | GeDS Class
GeDS-class | GeDS Class
GeDSboost-Class | GeDSboost Class
GeDSboost-class | GeDSboost Class
GeDSgam-Class | GeDSgam Class
GeDSgam-class | GeDSgam Class
GenBivariateFitter | Fitter function for GeD Spline Regression for bivariate data
GenUnivariateFitter | Functions used to fit GeDS objects with an univariate spline regression component
GGeDS | Generalized Geometrically Designed Spline regression estimation
Integrate | Defined integral of GeDS objects
IRLSfit | IRLS Estimation
knots.GeDS | Knots method for GeDS, GeDSboost, GeDSgam
knots.GeDSboost | Knots method for GeDS, GeDSboost, GeDSgam
knots.GeDSboost, | Knots method for GeDS, GeDSboost, GeDSgam
knots.GeDSgam | Knots method for GeDS, GeDSboost, GeDSgam
lines-method | Lines method for GeDS objects.
lines.GeDS | Lines method for GeDS objects.
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-method | Plot method for GeDS objects.
plot-method | Plot method for GeDSboost objects.
plot-method | Plot method for GeDSgam objects.
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 GeDSboost, GeDSgam
predict.GeDSboost, | Predict method for GeDSboost, GeDSgam
predict.GeDSboost,gam | Predict method for GeDSboost, GeDSgam
predict.GeDSgam | Predict method for GeDSboost, GeDSgam
print.GeDS | Print method for GeDS, GeDSboost, GeDSgam
print.GeDSboost | Print method for GeDS, GeDSboost, GeDSgam
print.GeDSgam | Print method for GeDS, GeDSboost, GeDSgam
SplineReg | Estimation of the coefficients of a predictor model with spline and possibly parametric components.
SplineReg_GLM | Estimation of the coefficients of a predictor model with spline and possibly parametric components.
SplineReg_LM | Estimation of the coefficients of a predictor model with spline and possibly parametric components.
UnivariateFitter | Functions used to fit GeDS objects with an univariate spline regression component
UnivariateFitters | Functions used to fit GeDS objects with an univariate spline regression component
visualize_boosting | Visualize Boosting Iterations
visualize_boosting.GeDSboost | Visualize Boosting Iterations