Package: simBKMRdata
Title: Helper Functions for Bayesian Kernel Machine Regression
Version: 0.2.1
Authors@R: 
    c(
      person("Kazi Tanvir", "Hasan", , "khasa006@fiu.edu", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0002-7723-4177")),
      person("Ibrahimou", "Boubakari", , "bibrahim@fiu.edu", role = "aut",
           comment = c(ORCID = "0000-0003-3173-4317")),
      person("Guerini", "Cristian", , "cristian.guerini@unibs.it", role = "aut",
      comment = c(ORCID = "0009-0004-4480-5182")),
      person("Bursac", "Zoran", , "zbursac@fiu.edu", role = "aut",
           comment = c(ORCID = "0000-0001-9306-0907")),
      person("Roberto", "Lucchini", , "rlucchin@fiu.edu", role = "aut",
           comment = c(ORCID = "0000-0002-9723-0237")),
      person("Gabriel", "Odom", , "gabriel.j.odom@gmail.com", role = "aut",
           comment = c(ORCID = "0000-0003-1341-4555"))
    )
Description: Provides a suite of helper functions to support Bayesian
        Kernel Machine Regression (BKMR) analyses in environmental
        health research. It enables the simulation of realistic
        multivariate exposure data using Multivariate Skewed Gamma
        distributions, estimation of distributional parameters by
        subgroup, and application of adaptive, data-driven thresholds
        for feature selection via Posterior Inclusion Probabilities
        (PIPs). It is especially suited for handling skewed exposure
        data and enhancing the interpretability of BKMR results through
        principled variable selection. The methodology is shown in
        Hasan et. al. (2025) <doi:10.1101/2025.04.14.25325822>.
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
License: GPL (>= 3)
Imports: MASS, stats
Suggests: bkmr, fields, gt, quarto, testthat (>= 3.0.0), tidyverse
VignetteBuilder: quarto
Depends: R (>= 3.5)
LazyData: true
Config/testthat/edition: 3
Repository: https://khasa006.r-universe.dev
Date/Publication: 2025-05-18 04:29:24 UTC
RemoteUrl: https://github.com/khasa006/simbkmrdata
RemoteRef: HEAD
RemoteSha: a94acbec92f9cbce06ac7497342c0d468a3dc636
NeedsCompilation: no
Packaged: 2026-06-23 08:19:41 UTC; root
Author: Kazi Tanvir Hasan [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-7723-4177>),
  Ibrahimou Boubakari [aut] (ORCID:
    <https://orcid.org/0000-0003-3173-4317>),
  Guerini Cristian [aut] (ORCID: <https://orcid.org/0009-0004-4480-5182>),
  Bursac Zoran [aut] (ORCID: <https://orcid.org/0000-0001-9306-0907>),
  Roberto Lucchini [aut] (ORCID: <https://orcid.org/0000-0002-9723-0237>),
  Gabriel Odom [aut] (ORCID: <https://orcid.org/0000-0003-1341-4555>)
Maintainer: Kazi Tanvir Hasan <khasa006@fiu.edu>