Geometrically Designed Spline Regression


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Documentation for package ‘GeDS’ version 0.2.3

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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
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 w/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 w/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.GeDS Plot method for GeDS objects.
plot.GeDSboost Plot method for non-additive GeDSboost
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 w/univariate spline regression component
UnivariateFitters Functions used to fit GeDS objects w/univariate spline regression component
visualize_boosting Visualize Boosting Iterations
visualize_boosting.GeDSboost Visualize Boosting Iterations