Package: VsusP
Title: Variable Selection using Shrinkage Priors
Version: 1.0.0
Authors@R: c(
            person("Nilson", "Chapagain", email = "nilson.chapagain@gmail.com", role = c("aut", "cre"), comment = c(ORCID = "0000-0003-2962-2949")),
            person("Debdeep", "Pati", email = "debdeep@tamu.edu", role = c("aut"))
            )
Description: Bayesian variable selection using shrinkage priors to identify significant variables in high-dimensional datasets. The package includes methods for determining the number of significant variables through innovative clustering techniques of posterior distributions, specifically utilizing the 2-Means and Sequential 2-Means (S2M) approaches. The package aims to simplify the variable selection process with minimal tuning required in statistical analysis.
License: GPL (>= 3)
Encoding: UTF-8
RoxygenNote: 7.3.1
Imports: bayesreg, stats
Suggests: covr, MASS, knitr, rmarkdown, tinytex, testthat (>= 3.0.0)
Config/testthat/edition: 3
Maintainer: Nilson Chapagain <nilson.chapagain@gmail.com>
URL:
        https://github.com/nilson01/VsusP-variable-selection-using-shrinkage-priors
BugReports: https://github.com/nilson01/VsusP-variable-selection-using-shrinkage-priors/issues
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2024-06-24 08:16:11 UTC; nilson
Author: Nilson Chapagain [aut, cre] (<https://orcid.org/0000-0003-2962-2949>),
  Debdeep Pati [aut]
Repository: CRAN
Date/Publication: 2024-06-25 14:10:02 UTC
Built: R 4.6.0; ; 2026-04-26 05:10:07 UTC; unix
