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Published February 14, 2026 | Version 1.4.1
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NIMBLE: MCMC, Particle Filtering, and Programmable Hierarchical Modeling

Authors/Creators

Description

NIMBLE is an R package for hierarchical statistical modeling (aka graphical modeling).  It enables writing general models along with methods such as Markov chain Monte Carlo (MCMC), Laplace approximation, particle filtering (aka sequential Monte Carlo), and other general methods.

 

Files

NimbleUserManual.pdf

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Additional details

Software

Repository URL
https://github.com/nimble-dev/nimble
Programming language
R , C++
Development Status
Active