R: Efficient Tuning-Free Conformal Prediction

# Efficient Tuning-Free Conformal Prediction

## Documentation for package ‘ConformalSmallest’ version 1.0

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package README

## Help Pages

conf_CQR | Conditional width and coverage for CQR, internal function used inside conf_CQR_conditional
conf_CQR_conditional | Conditional width and coverage for CQR
conf_CQR_prelim | preliminary function for CQR
conf_CQR_reg | EFCP and VFCP for CQR, CQR-m, CQR-r
conf_CQR_reg_conditional | Conditional width and coverage for EFCP, VFCP between CQR, CQR-m, CQR-r
cv.fun | Cross validation conformal prediction for ridge regression
efcp.fun | Efficiency first conformal prediction for ridge regression
efcp_cqr | Efficiency first conformal prediction for Conformal Quantile Regression
efcp_ridge | Efficiency first conformal prediction for ridge regression
ginverse.fun | Conformal prediction for linear regression
ginverselm.funs | Internal function used for ginverse.fun
my.ginverselm.funs | Internal function used for ginverse.fun
naive.fun | Conformal prediction for linear regression
pois_n400_reps100 | Outcomes of an example for tuning-free conformalized quantile regression(CQR).
ridge_linear_cov100_t3 | Outcomes of an example for tuning-free conformal prediction with ridge regression.
ridge_linear_cov100_t5 | Outcomes of an example for tuning-free conformal prediction with ridge regression.
ridge_linear_len100_t3 | Outcomes of an example for tuning-free conformal prediction with ridge regression.
ridge_linear_len100_t5 | Outcomes of an example for tuning-free conformal prediction with ridge regression.
star.fun | Conformal prediction for ridge regression, tuning parameter by minimizing the mean of the residuals
vfcp.fun | Validity first conformal prediction for ridge regression
vfcp_cqr | Validity first conformal prediction for Conformal Quantile Regression
vfcp_ridge | Validity first conformal prediction for ridge regression