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BayesSIM  

Integrated Interface of Bayesian Single Index Models using 'nimble'
View on CRAN: Click here


Download and install BayesSIM package within the R console
Install from CRAN:
install.packages("BayesSIM")

Install from Github:
library("remotes")
install_github("cran/BayesSIM")

Install by package version:
library("remotes")
install_version("BayesSIM", "1.0.4")



Attach the package and use:
library("BayesSIM")
Maintained by
Seowoo Jung
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-10-30
Latest Update: 2025-10-30
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) <c>, Dhara et al. (2019) <doi:10.1214/19-BA1170>, McGee et al. (2023) <doi:10.1111/biom.13569>.
How to cite:
Seowoo Jung (2025). BayesSIM: Integrated Interface of Bayesian Single Index Models using 'nimble'. R package version 1.0.4, https://cran.r-project.org/web/packages/BayesSIM. Accessed 24 Oct. 2026.
Previous versions and publish date:
0.1.4 (2025-10-30 21:00), 0.1.5 (2025-11-13 07:50), 0.2.1 (2025-12-15 09:10), 1.0.0 (2025-12-18 09:52), 1.0.1 (2026-01-08 13:40), 1.0.2 (2026-03-20 09:40), 1.0.3 (2026-04-07 12:30), 1.0.4 (2026-05-14 04:40), (2026-10-14 14:32)
Other packages that cited BayesSIM R package
View BayesSIM citation profile
Other R packages that BayesSIM depends, imports, suggests or enhances
Complete documentation for BayesSIM
Functions, R codes and Examples using the BayesSIM R package
Full BayesSIM package functions and examples
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