• MultiNest

  • Referenced in 39 articles [sw10481]
  • Hobson, which itself significantly outperformed existing Markov chain Monte Carlo techniques in a wide range...
  • PyMC

  • Referenced in 38 articles [sw10482]
  • statistical models and fitting algorithms, including Markov chain Monte Carlo. Its flexibility and extensibility make...
  • emcee

  • Referenced in 34 articles [sw20217]
  • affine-invariant ensemble sampler for Markov chain Monte Carlo (MCMC) proposed by Goodman & Weare...
  • SMART_

  • Referenced in 33 articles [sw04097]
  • when the underlying process is a Markov chain. In addition, discrete-event simulation is always ... process, but certain classes of non-Markov models can still be solved numerically. Finally, since...
  • SSS

  • Referenced in 32 articles [sw07794]
  • which standard approaches such as Markov chain Monte Carlo (MCMC) methods are often infeasible...
  • rstan

  • Referenced in 29 articles [sw16103]
  • implements full Bayesian statistical inference via Markov Chain Monte Carlo, rough Bayesian inference via variational...
  • dlm

  • Referenced in 29 articles [sw04503]
  • linear regression models are reminded, and Markov chain Monte Carlo methods are presented. Chapter...
  • APMC

  • Referenced in 28 articles [sw11483]
  • verify quantitative properties on discrete Markov chains. We give a randomized algorithm to approximate...
  • SMCSolver

  • Referenced in 16 articles [sw15194]
  • matrix of QBD type Markov chains as well as its steady state probability vector ... please refer to the paper Structured Markov chains solver: software tools by Bini, Meini, Steffe...
  • mcmcse

  • Referenced in 20 articles [sw08171]
  • Monte Carlo standard errors (MCSE) in Markov chain Monte Carlo (MCMC) settings. MCSE computation...
  • CosmoMC

  • Referenced in 18 articles [sw16206]
  • CosmoMC is a Fortran 2008 Markov-Chain Monte-Carlo (MCMC) engine for exploring cosmological parameter...
  • latentnet

  • Referenced in 18 articles [sw10550]
  • models based on an Markov chain Monte Carlo algorithm. It can also compute maximum likelihood...
  • mcmc

  • Referenced in 12 articles [sw14648]
  • package. mcmc: Markov Chain Monte Carlo. Simulates continuous distributions of random vectors using Markov chain...
  • stochvol

  • Referenced in 17 articles [sw19383]
  • stochastic volatility (SV) models via Markov chain Monte Carlo (MCMC) methods...
  • geoRglm

  • Referenced in 17 articles [sw06328]
  • predictive inference is based on Markov chain Monte Carlo methods. Package geoRglm is an extension...
  • PVeStA

  • Referenced in 17 articles [sw08423]
  • either: (i) discrete or continuous Markov Chains; or (ii) probabilistic rewrite theories in Maude. Furthermore...
  • FAUST2

  • Referenced in 13 articles [sw23682]
  • abstracted as a finite-state Markov chain or Markov decision processes. The abstraction procedure runs...
  • AMCMC

  • Referenced in 15 articles [sw01123]
  • density function, by performing an adaptive Markov chain Monte Carlo (MCMC) algorithm, specifically adaptive Metropolis...
  • BGX

  • Referenced in 15 articles [sw06935]
  • package employs a novel adaptive Markov chain Monte Carlo (MCMC) algorithm that raises considerably...
  • LBS

  • Referenced in 15 articles [sw12372]
  • Petri nets, ODEs and continuous-time Markov chains are also given...