StanNCRUM.run: Generate Stan code and Run the estimation for NCRUM

In JihongZ/StanDCM: Diagnostic Classification Model using Stan

Description

The StanNCRUM.script Function to automate Stan code geneartion for LCDMs with binary resposnes

Usage

StanNCRUM.run(
  Qmatrix,
  response.matrix,
  script.path = NA,
  save.path = getwd(),
  save.name = "NCRUM_uninf",
  iter = 1000,
  warmup = 0,
  chain.num = 3,
  init.list = "random",
  control.list = NA
)

Arguments

Qmatrix	the Q-matrix specified for the LCDM
response.matrix	the response matrix
script.path	the path to save the .stan file to somewhere; the default path is getwd()
save.path	the path to save the .stan file to somewhere; the default path is getwd()
save.name	name of the .stan
iter	number of iterations
warmup	number of warmup iterations
chain.num	number of MCMC chains. Default is 3.
init.list	initial variables. Default is random. Other options include cdm
control.list	constrains put on the multigroup NCRUM model.

Value

a. stan file saved at the specified path

Author(s)

Zhehan Jiang, University of Alabama, [e-mail]

JihongZ/StanDCM documentation built on June 27, 2020, 7:51 a.m.