crisp_nimble: Nimble CRISP

In michael-franke/aida-package: R package with helper functions for courses on _A_dvanced topics in and _I_ntro to _D_ata _A_nalysis

Nimble CRISP

Description

Note by MF: Complile and Run In Sequence or Parallel following template from https://r-nimble.org/nimbleExamples/parallelizing_NIMBLE.html "\[E]nsure that all NIMBLE execution, including model building, is conducted inside the parallelized code. This ensures that all models and algorithms are independent objects that don't interfere with each other."

Usage

crisp_nimble(
  model_code,
  constants,
  data,
  inits,
  monitors = c(),
  nburnin = 0,
  thin = 1,
  niter = 1e+05,
  nchains = 4,
  nclusters = 4
)

Arguments

model_code	either a string containing the code of the model or the variable in which the code is stored
constants	ALL the constants
data	the dataset to be passed to 'nimble::nimbleModel()'
inits	inits parameter to be passed to 'nimble::nimbleModel()'
monitors	user modified monitors; leave empty for default (?)
nburnin	...
thin	...
niter	number of iterations
nchains	number of chains
nclusters	number of clusters

Value

mcmc.list

michael-franke/aida-package documentation built on Feb. 19, 2023, 11:51 p.m.