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>.
| Version: | 1.0.1 |
| Depends: | R (≥ 4.1), nimble |
| Imports: | coda, magrittr, MASS, methods, mvtnorm, patchwork, tidyr, ggplot2, dplyr |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2026-01-08 |
| DOI: | 10.32614/CRAN.package.BayesSIM |
| Author: | Seowoo Jung [aut, cre], Eun-kyung Lee [aut] |
| Maintainer: | Seowoo Jung <jsw1347 at ewha.ac.kr> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| CRAN checks: | BayesSIM results |
| Reference manual: | BayesSIM.html , BayesSIM.pdf |
| Package source: | BayesSIM_1.0.1.tar.gz |
| Windows binaries: | r-devel: BayesSIM_1.0.1.zip, r-release: BayesSIM_1.0.1.zip, r-oldrel: BayesSIM_1.0.1.zip |
| macOS binaries: | r-release (arm64): BayesSIM_1.0.1.tgz, r-oldrel (arm64): BayesSIM_1.0.1.tgz, r-release (x86_64): BayesSIM_1.0.1.tgz, r-oldrel (x86_64): BayesSIM_1.0.1.tgz |
| Old sources: | BayesSIM archive |
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