parallelize

An example of user defined parallelization (cluster based) function
for within an MJMCMC chain calculations (mclapply or lapply are used by
default depending on specification and OS).

models

methods

Implementation of the Mode Jumping Markov Chain Monte Carlo algorithm from Hubin, A., Storvik, G. (2018) <doi:10.1016/j.csda.2018.05.020>, Genetically Modified Mode Jumping Markov Chain Monte Carlo from Hubin, A., Storvik, G., & Frommlet, F. (2020) <doi:10.1214/18-BA1141>, Hubin, A., Storvik, G., & Frommlet, F. (2021) <doi:10.1613/jair.1.13047>, and Hubin, A., Heinze, G., & De Bin, R. (2023) <doi:10.3390/fractalfract7090641>, and Reversible Genetically Modified Mode Jumping Markov Chain Monte Carlo from Hubin, A., Frommlet, F., & Storvik, G. (2021) <doi:10.48550/arXiv.2110.05316>, which allow for estimating posterior model probabilities and Bayesian model averaging across a wide set of Bayesian models including linear, generalized linear, generalized linear mixed, generalized nonlinear, generalized nonlinear mixed, and logic regression models.

Waldir Leoncio

EMJMCMC

Evolutionary Mode Jumping Markov Chain Monte Carlo Expert
Toolbox

Aliaksandr Hubin

Geir Storvik

Florian Frommlet

parallelize function

<dl><dt>X</dt>
<dd>a vector (atomic or list) or an expressions vector. Other objects
(including classed objects) will be coerced by as.list</dd>
<dt>FUN</dt>
<dd>the function to be applied to each element of X or v, or in
parallel to X</dd></dl>

Arguments

An example of user defined parallelization (cluster based) function
for within an MJMCMC chain calculations (mclapply or lapply are used by
default depending on specification and OS). — parallelize

<dl>

<dt>X</dt>
<dd>a vector (atomic or list) or an expressions vector. Other objects
(including classed objects) will be coerced by as.list</dd>


<dt>FUN</dt>
<dd>the function to be applied to each element of X or v, or in
parallel to X</dd>

</dl>

An example of user defined parallelization (cluster based) function
for within an MJMCMC chain calculations (mclapply or lapply are used by
default depending on specification and OS).

parallelize: An example of user defined parallelization (cluster based) function for within an MJMCMC chain calculations (mclapply or lapply are used by default depending on specification and OS).

Description

Usage

Value

Arguments

Details

See Also