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NIMBLE: MCMC, Particle Filtering, and Programmable Hierarchical Modeling

Name: NIMBLE: MCMC, Particle Filtering, and Programmable Hierarchical Modeling
Creator: NIMBLE Development Team

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 24 May 2021 English Publisher:Zenodo

Authors: NIMBLE Development Team;

doi: 10.5281/zenodo.4829693

NIMBLE: MCMC, Particle Filtering, and Programmable Hierarchical Modeling

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Abstract

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), particle filtering (aka sequential Monte Carlo), and other general methods.

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NIMBLE: MCMC, Particle Filtering, and Programmable Hierarchical Modeling
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