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fmcmc
View on CRAN: Click
here
Download and install fmcmc package within the R console
Install from CRAN:
install.packages("fmcmc")
Install from Github:
library("remotes")
install_github("cran/fmcmc")
Install by package version:
library("remotes")
install_version("fmcmc", "0.5-2")
Attach the package and use:
library("fmcmc")
Maintained by
George Vega Yon
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-08-27
Latest Update: 2023-08-29
Description:
Provides a friendly (flexible) Markov Chain Monte Carlo (MCMC)
framework for implementing Metropolis-Hastings algorithm in a modular way
allowing users to specify automatic convergence checker, personalized
transition kernels, and out-of-the-box multiple MCMC chains using
parallel computing. Most of the methods implemented in this package can
be found in Brooks et al. (2011, ISBN 9781420079425). Among the methods
included, we have: Haario (2001)
Adaptive Metropolis, Vihola (2012)
Robust Adaptive Metropolis, and Thawornwattana et
al. (2018) Mirror transition kernels.
How to cite:
George Vega Yon (2019). fmcmc: A friendly MCMC framework. R package version 0.5-2, https://cran.r-project.org/web/packages/fmcmc
Previous versions and publish date:
Other packages that cited fmcmc R package
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Other R packages that fmcmc depends,
imports, suggests or enhances
Functions, R codes and Examples using
the fmcmc R package
Some associated functions: MCMC . append_chains . check_initial . convergence-checker . cov_recursive . fmcmc-deprecated . fmcmc . kernel_adapt . kernel_mirror . kernel_new . kernel_normal . kernel_ram . kernel_unif . lifeexpect . mcmc-loop . mcmc-output . new_progress_bar . plan_update_sequence . reflect_on_boundaries .
Some associated R codes: append_chains.R . checks.R . convergence.R . data.R . imports.R . kernel.R . kernel_adapt.R . kernel_mirror.R . kernel_normal.R . kernel_ram.R . kernel_sdml.R . kernel_unif.R . last_mcmc.R . mcmc.R . mcmc_info.R . progress.R . recursive.R . Full fmcmc package functions and examples
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