| 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 |
| confint.GeDS |
Confidence Intervals for GeDS Model Coefficients |
| confint.GeDSboost |
Confidence Intervals for GeDS Model Coefficients |
| confint.GeDSgam |
Confidence Intervals for GeDS Model 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, 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. |
| family.GeDS |
Extract Family from a GeDS Object |
| family.GeDSboost |
Extract Family from a GeDS Object |
| family.GeDSgam |
Extract Family from a GeDS Object |
| Fitters |
Functions used to fit GeDS objects with an univariate spline regression component |
| formula.GeDS |
Formula for the predictor model |
| formula.GeDSboost |
Formula for the predictor model |
| formula.GeDSgam |
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. |
| 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-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. |
| summary.GeDS |
Summary method for GeDS, GeDSboost, GeDSgam |
| summary.GeDSboost |
Summary method for GeDS, GeDSboost, GeDSgam |
| summary.GeDSgam |
Summary method for GeDS, GeDSboost, GeDSgam |
| 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 |
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