Package: ConformalSmallest
Title: Efficient Tuning-Free Conformal Prediction
Version: 1.0
Authors@R: 
    person(given = "Yachong",
           family = "Yang",
           role = c("aut", "cre"),
           email = "yachong@wharton.upenn.edu")
Description: An implementation of efficiency first conformal prediction (EFCP) and validity first conformal prediction (VFCP) that demonstrates both validity (coverage guarantee) and efficiency (width guarantee). To learn how to use it, check the vignettes for a quick tutorial. The package is based on the work by Yang Y., Kuchibhotla A.,(2021) <arxiv:2104.13871>.
URL: https://github.com/Elsa-Yang98/ConformalSmallest
Imports: glmnet, mvtnorm, stats, MASS, quantregForest
License: GPL (>= 3)
Encoding: UTF-8
RoxygenNote: 7.1.1
LazyData: true
Suggests: testthat (>= 3.0.0), knitr, rmarkdown, ggplot2, repr
Config/testthat/edition: 3
Depends: R (>= 3.5.0)
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2021-08-08 15:56:27 UTC; elsayang
Author: Yachong Yang [aut, cre]
Maintainer: Yachong Yang <yachong@wharton.upenn.edu>
Repository: CRAN
Date/Publication: 2021-08-09 14:10:06 UTC
Built: R 4.6.0; ; 2026-04-26 06:39:41 UTC; unix
