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overture  

Tools for Writing MCMC
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("overture", "0.4-0")



Attach the package and use:
library("overture")
Maintained by
Kurtis Shuler
[Scholar Profile | Author Map]
First Published: 2019-01-25
Latest Update: 2019-08-10
Description:
Simplifies MCMC setup by automatically looping through sampling functions and saving the results. Reduces the memory footprint of running MCMC and saves samples to disk as the chain runs. Allows samples from the chain to be analyzed while the MCMC is still running. Provides functions for commonly performed operations such as calculating Metropolis acceptance ratios and creating adaptive Metropolis samplers. References: Roberts and Rosenthal (2009) .
How to cite:
Kurtis Shuler (2019). overture: Tools for Writing MCMC. R package version 0.4-0, https://cran.r-project.org/web/packages/overture. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.1-0 (2019-01-25 18:00), 0.2-0 (2019-03-15 07:40)
Other packages that cited overture R package
View overture citation profile
Other R packages that overture depends, imports, suggests or enhances
Complete documentation for overture
Functions, R codes and Examples using the overture R package
Some associated functions: AcceptProp . Amwg . InitMcmc . LoadMcmc . Peek . Resume . ToMemory . 
Some associated R codes: mcmc.R . utilities.R .  Full overture package functions and examples
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