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 |