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basicMCMCplots  

Trace Plots, Density Plots and Chain Comparisons for MCMC Samples
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("basicMCMCplots", "0.2.7")



Attach the package and use:
library("basicMCMCplots")
Maintained by
Daniel Turek
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-09-03
Latest Update: 2021-11-04
Description:
Provides methods for examining posterior MCMC samples from a single chain using trace plots and density plots, and from multiple chains by comparing posterior medians and credible intervals from each chain. These plotting functions have a variety of options, such as figure sizes, legends, parameters to plot, and saving plots to file. Functions interface with the NIMBLE software package, see de Valpine, Turek, Paciorek, Anderson-Bergman, Temple Lang and Bodik (2017) .
How to cite:
Daniel Turek (2018). basicMCMCplots: Trace Plots, Density Plots and Chain Comparisons for MCMC Samples. R package version 0.2.7, https://cran.r-project.org/web/packages/basicMCMCplots. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.0 (2018-09-03 10:20), 0.1.1 (2018-11-29 17:50), 0.1.2 (2018-12-12 21:00), 0.2.0 (2019-05-23 19:20), 0.2.1 (2019-07-07 06:20), 0.2.2 (2019-07-18 19:50), 0.2.3 (2019-10-27 09:40), 0.2.4 (2019-11-19 11:10), 0.2.5 (2020-02-02 08:30), 0.2.6 (2020-11-01 19:50)
Other packages that cited basicMCMCplots R package
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Complete documentation for basicMCMCplots
Functions, R codes and Examples using the basicMCMCplots R package
Some associated functions: chainsPlot . chainsSummary . samplesPlot . 
Some associated R codes: plots.R .  Full basicMCMCplots package functions and examples
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