projpred-package |
Projection predictive feature selection |
cvind |
Create cross-validation indices |
cv_varsel |
Cross-validate the variable selection (varsel) |
df_binom |
Binomial toy example. |
df_gaussian |
Gaussian toy example. |
init_refmodel |
Generic reference model initialization |
proj-pred |
Extract draws of the linear predictor and draw from the predictive distribution of the projected submodel |
project |
Projection to submodels of selected sizes |
projpred |
Projection predictive feature selection |
proj_linpred |
Extract draws of the linear predictor and draw from the predictive distribution of the projected submodel |
proj_predict |
Extract draws of the linear predictor and draw from the predictive distribution of the projected submodel |
suggest_size |
Suggest model size |
varsel |
Variable selection for generalized linear models |
varsel-statistics |
Plot or fetch summary statistics related to variable selection |
varsel_plot |
Plot or fetch summary statistics related to variable selection |
varsel_stats |
Plot or fetch summary statistics related to variable selection |