StanCRUM.run: Generate Stan code and Run the estimation for ORDM

In JihongZ/StanDCM: Diagnostic Classification Model using Stan

Description

The StanCRUM.run Function to automate Stan code generation for LCDMs with binary responses

Usage

StanCRUM.run(
  Qmatrix,
  response.matrix,
  script.path = NA,
  save.path = getwd(),
  save.name = "CRUM_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 the .stan
iter	name the .stan
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	the control values

Value

a. stan file saved at the specified path

Author(s)

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

Examples

## Not run: 
#----------- CRUM model-----------#
mod1<-StanCRUM.run(Qmatrix, response.matrix, iter=2000, init.list='cdm', chain.num = 3)
summary(mod1)

## End(Not run)

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