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BayesianTools: General-Purpose MCMC and SMC Samplers and Tools for Bayesian Statistics
General-purpose MCMC and SMC samplers, as well as plot and diagnostic functions for Bayesian statistics, with a particular focus on calibrating complex system models. Implemented samplers include various Metropolis MCMC variants (including adaptive and/or delayed rejection MH), the T-walk, two differential evolution MCMCs, two DREAM MCMCs, and a sequential Monte Carlo (SMC) particle filter.
Getting started
Browse package contents
Package details |
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| Author | Florian Hartig [aut, cre] (<https://orcid.org/0000-0002-6255-9059>), Francesco Minunno [aut], Stefan Paul [aut], David Cameron [ctb], Tankred Ott [ctb], Maximilian Pichler [ctb] |
| Maintainer | Florian Hartig <florian.hartig@biologie.uni-regensburg.de> |
| License | GPL-3 |
| Version | 0.1.8 |
| URL | https://github.com/florianhartig/BayesianTools |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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