Package index

All functions

infer_boot() boot()

Inference for selector via bootstrapping

ciratio()

Computing mean/median CI ratio and significant Discoveries

hers

HERS data example

as_inferrer() infer() infer_pipe() infer_selective() infer_upsi()

Constructor for inferrers

tidy(<inferrer>) print(<inferrer>)

tidy method for inferrer object

select_full_model()

Select a full model

select_glmnet()

Fit an (relaxed) lasso or elastic net penalized regression via glmnet

select_ncvreg()

Fit an MCP- or SCAD-penalized regression via ncvreg

select_null_model()

Select a null model

select_stepwise_ic()

Stepwise forward/backward/bidirectional selection with AIC/BIC

as_selector() predict(<selector>) tidy(<selector>) print(<selector>) coef(<selector>) reselect()

Constructor for selectors