getVarMonitor

Functions for retrieving the variables that can be monitored.

Provides tools for fitting Bayesian single index models with
flexible choices of priors for both the index and the link function.
The package implements model estimation and posterior inference using
efficient MCMC algorithms built on the 'nimble' framework, allowing
users to specify, extend, and simulate models in a unified and
reproducible manner. The following methods are implemented in the
package: Antoniadis et al. (2004)
<https://www.jstor.org/stable/24307224>, Wang (2009)
<doi:10.1016/j.csda.2008.12.010>, Choi et al. (2011)
<doi:10.1080/10485251003768019>, Dhara et al. (2019)
<doi:10.1214/19-BA1170>, McGee et al. (2023) <doi:10.1111/biom.13569>.

Seowoo Jung

BayesSIM

Integrated Interface of Bayesian Single Index Models using
'nimble'

Eun-kyung Lee

getVarMonitor function

<dl><dt>object</dt>
<dd>A fitted object of <code>BayesSIM</code>, <code>BayesSIM_setup</code> or individual model.</dd>
<dt>type</dt>
<dd>Options for variables. By default, <code>type = "name"</code> is used that it only prints the name of the node.
If you put name of the nodes, the MCMC outputs gave you all elements of the variable, in case of the vector.
If <code>type = "list"</code>, the dimension of the nodes are printed. If you put name and dimension of the nodes, only specific location of vector or matrix can be seen in <code>summary</code> or <code>nimTraceplot</code>.</dd></dl>

Arguments

Retrieve Monitorable Variables — getVarMonitor

<dl>

<dt>object</dt>
<dd>A fitted object of <code>BayesSIM</code>, <code>BayesSIM_setup</code> or individual model.</dd>


<dt>type</dt>
<dd>Options for variables. By default, <code>type = "name"</code> is used that it only prints the name of the node.
If you put name of the nodes, the MCMC outputs gave you all elements of the variable, in case of the vector.
If <code>type = "list"</code>, the dimension of the nodes are printed. If you put name and dimension of the nodes, only specific location of vector or matrix can be seen in <code>summary</code> or <code>nimTraceplot</code>.</dd>

</dl>

getVarMonitor: Retrieve Monitorable Variables

Description

Usage

Value

Arguments

Details

See Also

Examples