Package: CIpostSelect
Type: Package
Title: Confidence Interval Post-Selection of Variable
Version: 0.2.2
Authors@R: person(given = "Boubacar",
                    family = "DIALLO",
                    role = c("aut", "cre"),
                    email = "boubacar.diallo0@yahoo.com")
Maintainer: Boubacar DIALLO <boubacar.diallo0@yahoo.com>
Description: Calculates confidence intervals after variable selection using repeated data splits. The package offers methods to address the challenges of post-selection inference, ensuring more accurate confidence intervals in models involving variable selection. The two main functions are 'lmps', which records the different models selected across multiple data splits as well as the corresponding coefficient estimates, and 'cips', which takes the lmps object as input to select variables and perform inferences using two types of voting.
License: MIT + file LICENSE
Imports: MASS, doParallel, foreach, ggplot2, glmnet, magrittr, mlbench,
        tictoc
RoxygenNote: 7.3.2
Encoding: UTF-8
URL: https://github.com/Diallo0/CIpostSelect
BugReports: https://github.com/Diallo0/CIpostSelect/issues
NeedsCompilation: no
Packaged: 2025-11-10 20:22:37 UTC; bouba
Author: Boubacar DIALLO [aut, cre]
Repository: CRAN
Date/Publication: 2025-11-10 20:40:02 UTC
Built: R 4.6.0; ; 2026-04-28 00:43:25 UTC; unix
