All functions

cvfolds() cvind()

Create cross-validation indices

cv_varsel()

Cross-validate the variable selection (varsel)

df_binom

Binomial toy example.

df_gaussian

Gaussian toy example.

get_refmodel()

Get reference model structure

init_refmodel()

Custom reference model initialization

predict(<refmodel>)

Predict method for reference model objects

proj_linpred() proj_predict()

Extract draws of the linear predictor and draw from the predictive distribution of the projected submodel

project()

Projection to submodels

projpred

Projection predictive feature selection

suggest_size()

Suggest model size

varsel_plot() varsel_stats()

Plot or fetch summary statistics related to variable selection

varsel()

Variable selection for generalized linear models