dclone (version 2.1-1)

parallel.inits: Parallel RNGs for initial values

Description

This function takes care of initial values with safe RNGs based on parallel.seeds of the rjags package.

Usage

parallel.inits(inits, n.chains)

Arguments

inits

Initial values (see Initialization at jags.model). If NULL, an empty list of length n.chains will be generated and seeded (RNG type and seed).

n.chains

Number of chains to generate.

Value

• Returns a list of initial values with RNGs.

encoding

UTF-8

Details

Initial values are handled similar to as it is done in jags.model. RNGs are based on values returned by parallel.seeds. If the "lecuyer" JAGS module is active, RNGs are based on the "lecuyer::RngStream" factory, otherwise those are based on the "base::BaseRNG" factory.

See Also

parallel.seeds, jags.model This seeding function is used in all of dclone's parallel functions that do initialization: parJagsModel, jags.parfit, dc.parfit

Examples

if (require(rjags)) {
## "base::BaseRNG" factory.
parallel.inits(NULL, 2)
## "lecuyer::RngStream" factory
load.module("lecuyer")
parallel.inits(NULL, 2)
unload.module("lecuyer")
## some non NULL inits specifications
parallel.inits(list(a=0), 2)
parallel.inits(list(list(a=0), list(a=0)), 2)
parallel.inits(function() list(a=0), 2)
parallel.inits(function(chain) list(a=chain), 2)
}