Package: spexvb
Type: Package
Title: Parameter Expanded Variational Bayes for High-Dimensional Linear
        Regression
Version: 0.1.0.9001
Authors@R: c(person('Peter', 'Olejua', email = 'polejua@email.sc.edu', role = c('aut', 'cre'), comment = c(ORCID = '0000-0002-2478-0908')), person('Alexander', 'McLain', email = 'mclaina@mailbox.sc.edu', role = 'aut'))
Description: Implements a parameter expanded variational Bayes
        algorithm for linear regression models with high-dimensional
        variable selection. The methodology utilizes spike-and-slab
        priors to perform simultaneous estimation and selection.
        Details can be found in Olejua et al. (2024)
        <doi:10.21203/rs.3.rs-7208847/v1>.
License: MIT + file LICENSE
Encoding: UTF-8
RoxygenNote: 7.3.3
Imports: Rcpp, glmnet, caret, foreach
LinkingTo: Rcpp, RcppArmadillo
Suggests: testthat (>= 3.0.0), roxygen2, knitr, rmarkdown, doParallel
Config/testthat/edition: 3
VignetteBuilder: knitr
NeedsCompilation: yes
Config/pak/sysreqs: libicu-dev
Repository: https://peterolejua.r-universe.dev
Date/Publication: 2026-06-03 23:59:37 UTC
RemoteUrl: https://github.com/peterolejua/spexvb
RemoteRef: HEAD
RemoteSha: 5e8cc8efe36e8509bed5a1e6295613c42ac6a30f
Packaged: 2026-07-04 05:15:01 UTC; root
Author: Peter Olejua [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-2478-0908>),
  Alexander McLain [aut]
Maintainer: Peter Olejua <polejua@email.sc.edu>