Package: SSVS
Title: Functions for Stochastic Search Variable Selection (SSVS)
Version: 2.2.0
Authors@R: c(person(given="Sierra",
         family="Bainter",
         role=c("cre", "aut"),
         email="sbainter@miami.edu",
         comment=c(ORCID="0000-0001-7461-0803")),
  person(given="Thomas",
         family="McCauley",
         role=c("aut"),
         email="thomasgranvillemccauley@gmail.com"),
  person(given="Mahmoud",
         family="Fahmy",
         role=c("aut"),
         email="mahmoud.m.fahm@gmail.com"),
  person("Dean", "Attali", 
         role = "aut",
         email = "daattali@gmail.com", 
         comment= c(ORCID="0000-0002-5645-3493")))
Description: Functions for performing stochastic search variable
        selection (SSVS) for binary and continuous outcomes and
        visualizing the results. SSVS is a Bayesian variable selection
        method used to estimate the probability that individual
        predictors should be included in a regression model. Using MCMC
        estimation, the method samples thousands of regression models
        in order to characterize the model uncertainty regarding both
        the predictor set and the regression parameters. For details
        see Bainter, McCauley, Wager, and Losin (2020) Improving
        practices for selecting a subset of important predictors in
        psychology: An application to predicting pain, Advances in
        Methods and Practices in Psychological Science 3(1), 66-80
        <DOI:10.1177/2515245919885617>.
URL: https://github.com/sabainter/SSVS
BugReports: https://github.com/sabainter/SSVS/issues
Depends: R (>= 4.5.0)
Imports: bayestestR, BoomSpikeSlab, checkmate, ggplot2, graphics,
        rlang, stats, dplyr, magrittr, gridExtra
Suggests: AER, bslib, foreign, glue, knitr, mice, psych, reactable,
        readxl, rmarkdown, scales, shiny, shinyjs, shinyWidgets,
        testthat (>= 3.0.0), tools, utils
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.3
Roxygen: list(markdown = TRUE)
Config/testthat/edition: 3
Config/pak/sysreqs: make
Repository: https://sabainter.r-universe.dev
Date/Publication: 2026-04-09 20:42:23 UTC
RemoteUrl: https://github.com/sabainter/ssvs
RemoteRef: HEAD
RemoteSha: c4238d16c32891dc1e8843be1e74a75726fbe3b9
NeedsCompilation: no
Packaged: 2026-10-06 09:14:12 UTC; root
Author: Sierra Bainter [cre, aut] (ORCID:
    <https://orcid.org/0000-0001-7461-0803>),
  Thomas McCauley [aut],
  Mahmoud Fahmy [aut],
  Dean Attali [aut] (ORCID: <https://orcid.org/0000-0002-5645-3493>)
Maintainer: Sierra Bainter <sbainter@miami.edu>