Package: VsusP
Title: Variable Selection Using Shrinkage Priors
Version: 1.1.0
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: Select variables from shrinkage-prior posterior
        coefficient draws using sequential two-means clustering from Li
        and Pati (2017) <doi:10.1016/j.csda.2016.10.008>. Estimate a
        signal count at each tuning threshold and rank coefficients by
        posterior median absolute magnitude. Accept supplied
        coefficient draws or fit Gaussian shrinkage regression through
        'bayesreg' or native ridge, horseshoe and spike-and-slab
        samplers. Retain chain identities for diagnostics, prediction
        and posterior plots. Also provide the signal adaptive variable
        selector of Ray and Bhattacharya (2018)
        <doi:10.48550/arXiv.1810.09004>, decoupled shrinkage and
        selection with the adaptive-L1 approximation of Hahn and
        Carvalho (2015) <doi:10.1080/01621459.2014.993077>, optional
        exact two-cluster fitting, basic two-means selection,
        exact-zero spike-and-slab inclusion summaries and tuning
        sensitivity summaries.
License: GPL (>= 3)
Encoding: UTF-8
RoxygenNote: 7.3.3
Imports: bayesreg, graphics, stats, utils
Suggests: posterior (>= 1.6.0), covr, MASS, knitr, rmarkdown, tinytex,
        testthat (>= 3.2.0)
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: 2026-10-28 23:29:48 UTC; root
Author: Nilson Chapagain [aut, cre] (ORCID:
        <https://orcid.org/0000-0003-2962-2949>), Debdeep Pati [aut]
Repository: https://cran.r-universe.dev
Date/Publication: 2026-10-28 17:00:02 UTC
RemoteUrl: https://github.com/cran/VsusP
RemoteRef: HEAD
RemoteSha: 9c4c9bc99a85fb8da0e1fbf35aac00353e9e8d2a