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abcpp  

Shared C++ Backend for Approximate Bayesian Computation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("abcpp", "1.0.0")



Attach the package and use:
library("abcpp")
Maintained by
Mengzhen Hu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-07-04
Latest Update: 2026-07-04
Description:
Provides a compact C++ backend for Approximate Bayesian Computation (ABC) with a thin R frontend. The current implementation is primarily a C++ reimplementation of offline ABC workflows provided by the R 'abc' package <doi:10.32614/CRAN.package.abc>, with the public R interface intentionally kept small and centered on abc() and summary() methods. The computational work is performed by shared C++ code. In addition to reproducing common 'abc' workflows, the package adds optional dimensionality reduction of summary statistics through Principal Component Analysis (PCA) and Partial Least Squares (PLS), following related ideas described by Bazin et al. (2010) <doi:10.1534/genetics.109.112391> and Wegmann et al. (2009) <doi:10.1534/genetics.109.102509>.
How to cite:
Mengzhen Hu (2026). abcpp: Shared C++ Backend for Approximate Bayesian Computation. R package version 1.0.0, https://cran.r-project.org/web/packages/abcpp. Accessed 06 Aug. 2026.
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Complete documentation for abcpp
Functions, R codes and Examples using the abcpp R package
Full abcpp package functions and examples
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