BayesianTools

General-Purpose MCMC and SMC Samplers and Tools for Bayesian Statistics

CRAN Package

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.

  • Version0.1.8
  • R version≥ 3.1.2
  • LicenseGPL-3
  • Needs compilation?Yes
  • Last release01/30/2023

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  • Imports14 packages
  • Suggests7 packages
  • Linking To1 package
  • Reverse Imports2 packages
  • Reverse Suggests4 packages
  • Reverse Enhances1 package