Package: BayesSIM
Type: Package
Title: Integrated Interface of Bayesian Single Index Models using
        'nimble'
Version: 0.1.5
Authors@R: c(person("Seowoo", "Jung", email = "jsw1347@ewha.ac.kr", role = c("aut", "cre")), person("Eun-kyung", "Lee", email = "lee.eunk@ewha.ac.kr", role = c("aut")))
Description: Provides tools for fitting Bayesian single index models with flexible choices of priors for both the index and the link function. The package implements model estimation and posterior inference using efficient MCMC algorithms built on the 'nimble' framework, allowing users to specify, extend, and simulate models in a unified and reproducible manner. The following methods are implemented in the package: Antoniadis et al. (2004) <https://www.jstor.org/stable/24307224>, Wang (2009) <doi:10.1016/j.csda.2008.12.010>, Choi et al. (2011) <doi:10.1080/10485251003768019>, Dhara et al. (2019) <doi:10.1214/19-BA1170>, McGee et al. (2023) <doi:10.1111/biom.13569>.
License: GPL (>= 2)
Encoding: UTF-8
LazyData: true
Depends: R (>= 4.1), nimble, ggplot2
Imports: magrittr, patchwork, tidyr, coda, mvtnorm, methods, MASS
RoxygenNote: 7.3.3
NeedsCompilation: no
Packaged: 2025-11-13 03:55:03 UTC; eklee
Author: Seowoo Jung [aut, cre],
  Eun-kyung Lee [aut]
Maintainer: Seowoo Jung <jsw1347@ewha.ac.kr>
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
Repository: CRAN
Date/Publication: 2025-11-13 06:50:02 UTC
Built: R 4.4.3; ; 2025-12-12 05:29:40 UTC; windows
