ggs_histogram

Plot a histogram of each of the parameters. Histograms are plotted combining all chains for each parameter.

Tools for assessing and diagnosing convergence of
Markov Chain Monte Carlo simulations, as well as for graphically display
results from full MCMC analysis. The package also facilitates the graphical
interpretation of models by providing flexible functions to plot the
results against observed variables, and functions to work with
hierarchical/multilevel batches of parameters
(Fernández-i-Marín, 2016 <doi:10.18637/jss.v070.i09>).

Xavier i Marín

ggmcmc

Tools for Analyzing MCMC Simulations from Bayesian Inference

Xavier Fernández i Marín

ggs_histogram function

<dl><dt>D</dt>
<dd>Data frame whith the simulations.</dd>
<dt>family</dt>
<dd>Name of the family of parameters to plot, as given by a character vector or a regular expression. A family of parameters is considered to be any group of parameters with the same name but different numerical value between square brackets (as beta[1], beta[2], etc).</dd>
<dt>bins</dt>
<dd>integer indicating the total number of bins in which to divide the histogram. Defaults to 30, which is the same as geom_histogram()</dd>
<dt>greek</dt>
<dd>Logical value indicating whether parameter labels have to be parsed to get Greek letters. Defaults to false.</dd></dl>

Arguments

Histograms of the paramters. — ggs_histogram

<dl>

<dt>D</dt>
<dd>Data frame whith the simulations.</dd>


<dt>family</dt>
<dd>Name of the family of parameters to plot, as given by a character vector or a regular expression. A family of parameters is considered to be any group of parameters with the same name but different numerical value between square brackets (as beta[1], beta[2], etc).</dd>


<dt>bins</dt>
<dd>integer indicating the total number of bins in which to divide the histogram. Defaults to 30, which is the same as geom_histogram()</dd>


<dt>greek</dt>
<dd>Logical value indicating whether parameter labels have to be parsed to get Greek letters. Defaults to false.</dd>

</dl>

ggs_histogram: Histograms of the paramters.

Description

Usage

Value

Arguments

References

Examples