reshape_comparison_results

An object returned by <code><a rd-options="" href="/link/compareMCMCs?package=nimble&version=0.7.0" data-mini-rdoc="nimble::compareMCMCs">compareMCMCs</a></code> (or <code><a rd-options="" href="/link/combine_MCMC_comparison_results?package=nimble&version=0.7.0" data-mini-rdoc="nimble::combine_MCMC_comparison_results">combine_MCMC_comparison_results</a></code> or <code><a rd-options="" href="/link/rename_MCMC_comparison_method?package=nimble&version=0.7.0" data-mini-rdoc="nimble::rename_MCMC_comparison_method">rename_MCMC_comparison_method</a></code>).

oneComparisonResult

(default TRUE): whether to include the summary elements for each variable

includeVars

(default TRUE): whether to include the efficiency for each variable

includeEfficiency

(default TRUE): whether to include the timing for each variable (which is the same for all variables from the same MCMC method)

includeTiming

Useful for making new kinds of figures or other needs

A system for writing hierarchical statistical models largely compatible with 'BUGS' and 'JAGS', writing nimbleFunctions to operate models and do basic R-style math, and compiling both models and nimbleFunctions via custom-generated C++. 'NIMBLE' includes default methods for MCMC, particle filtering, Monte Carlo Expectation Maximization, and some other tools. The nimbleFunction system makes it easy to do things like implement new MCMC samplers from R, customize the assignment of samplers to different parts of a model from R, and compile the new samplers automatically via C++ alongside the samplers 'NIMBLE' provides. 'NIMBLE' extends the 'BUGS'/'JAGS' language by making it extensible: New distributions and functions can be added, including as calls to external compiled code. Although most people think of MCMC as the main goal of the 'BUGS'/'JAGS' language for writing models, one can use 'NIMBLE' for writing arbitrary other kinds of model-generic algorithms as well. A full User Manual is available at <https://r-nimble.org>.

Christopher Paciorek

nimble

MCMC, Particle Filtering, and Programmable Hierarchical Modeling

reshape_comparison_results function

An object returned by <code><a rd-options='' href='compareMCMCs'>compareMCMCs</a></code> (or <code><a rd-options='' href='combine_MCMC_comparison_results'>combine_MCMC_comparison_results</a></code> or <code><a rd-options='' href='rename_MCMC_comparison_method'>rename_MCMC_comparison_method</a></code>).

reshape_comparison_results: Convert comparison results to a more general format

Description

Usage

Arguments

Value

Details