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BayesTools  

Tools for Bayesian Analyses
View on CRAN: Click here


Download and install BayesTools package within the R console
Install from CRAN:
install.packages("BayesTools")

Install from Github:
library("remotes")
install_github("cran/BayesTools")

Install by package version:
library("remotes")
install_version("BayesTools", "0.2.18")



Attach the package and use:
library("BayesTools")
Maintained by
František Bartoš
[Scholar Profile | Author Map]
First Published: 2021-07-02
Latest Update: 2024-02-20
Description:
Provides tools for conducting Bayesian analyses and Bayesian model averaging (Kass and Raftery, 1995, , Hoeting et al., 1999, ). The package contains functions for creating a wide range of prior distribution objects, mixing posterior samples from 'JAGS' and 'Stan' models, plotting posterior distributions, and etc... The tools for working with prior distribution span from visualization, generating 'JAGS' and 'bridgesampling' syntax to basic functions such as rng, quantile, and distribution functions.
How to cite:
František Bartoš (2021). BayesTools: Tools for Bayesian Analyses. R package version 0.2.18, https://cran.r-project.org/web/packages/BayesTools. Accessed 02 Apr. 2025.
Previous versions and publish date:
0.1.0 (2021-07-02 09:00), 0.1.1 (2021-07-13 14:00), 0.1.2 (2021-10-04 11:20), 0.1.3 (2021-10-31 07:00), 0.2.3 (2022-04-03 00:40), 0.2.8 (2022-04-20 12:02), 0.2.10 (2022-05-09 10:20), 0.2.11 (2022-06-16 01:10), 0.2.12 (2022-07-11 10:20), 0.2.13 (2022-09-14 18:50), 0.2.14 (2023-05-30 14:40), 0.2.15 (2023-06-23 10:00), 0.2.16 (2023-07-10 21:00), 0.2.17 (2024-02-20 14:52)
Other packages that cited BayesTools R package
View BayesTools citation profile
Other R packages that BayesTools depends, imports, suggests or enhances
Complete documentation for BayesTools
Functions, R codes and Examples using the BayesTools R package
Some associated functions: BayesTools . BayesTools_ensemble_tables . BayesTools_model_tables . JAGS_add_priors . JAGS_bridgesampling . JAGS_bridgesampling_posterior . JAGS_check_and_list . JAGS_check_convergence . JAGS_diagnostics . JAGS_evaluate_formula . JAGS_fit . JAGS_formula . JAGS_get_inits . JAGS_marglik_parameters . JAGS_marglik_priors . JAGS_to_monitor . Savage_Dickey_BF . add_column . check_input . contr.independent . contr.meandif . contr.orthonormal . density.prior . ensemble_inference . format_BF . geom_prior . geom_prior_list . inclusion_BF . interpret . is.prior . kitchen_rolls . lines.prior . lines_prior_list . marginal_inference . marginal_posterior . mean.prior . mix_posteriors . mpoint . parameter_names . plot.prior . plot_marginal . plot_models . plot_posterior . plot_prior_list . point . print.BayesTools_table . print.prior . prior . prior_PP . prior_factor . prior_functions . prior_functions_methods . prior_informed . prior_informed_medicine_names . prior_spike_and_slab . prior_weightfunction . range.prior . remove_column . sd . sd.prior . transform_factor_samples . transform_meandif_samples . transform_orthonormal_samples . var . var.prior . weightfunctions . weightfunctions_mapping . 
Some associated R codes: BayesTools-package.R . JAGS-diagnostics.R . JAGS-fit.R . JAGS-formula.R . JAGS-marglik.R . data.R . distributions-mpoint.R . distributions-point.R . distributions-tools.R . distributions-weightfunctions.R . interpret.R . marginal-distributions.R . model-averaging-plots.R . model-averaging.R . priors-density.R . priors-informed.R . priors-plot.R . priors-print.R . priors-tools.R . priors.R . summary-tables.R . tools.R . zzz.R .  Full BayesTools package functions and examples
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