immer_FACETS: Wrapper to FACDOS

In alexanderrobitzsch/immer: Item Response Models for Multiple Ratings

Wrapper to FACDOS

Description

This Function is a wrapper do the DOS version of FACETS (Linacre, 1999).

Usage

immer_FACETS(title=NULL, convergence=NULL, totalscore=NULL, facets=NULL,
  noncenter=NULL,  arrange=NULL,entered_in_data=NULL, models=NULL,
  inter_rater=NULL, pt_biserial=NULL, faire_score=NULL, unexpected=NULL,
  usort=NULL, positive=NULL, labels=NULL, fileinput=NULL, data=NULL,
  path.dosbox=NULL, path.facets="", model.name=NULL, facetsEXE=NULL )

Arguments

title	title of the analysis
convergence	convergence criteria
totalscore	show the total score with each observation
facets	number of specified facets
noncenter	specified the non centered facet here
arrange	control the ordering in each table/output
entered_in_data	optional specification for facets
models	model to be used in the analysis
inter_rater	Specify rater facet number for the agreement report among raters
pt_biserial	correlation between the raw-score for each element
faire_score	intended for communicating the measures as adjusted ratings
unexpected	size of smallest standardized residual
usort	order in which the unexpected observation are listed
positive	specifies which facet is positively oriented
labels	name of each facet, followed by a list of elements
fileinput	optional argument, if your data are stored within a separate file
data	Input of the data in long-format
path.dosbox	Path to the installed DOSBox. If NULL: the function assumed that you have purchased FACETS and would like to use this version (currently only for Windows-User)
path.facets	Path to FACDOS or FACETS if the path.dosbox is "NULL"
model.name	Name of the configuration file for FACETS
facetsEXE	optional argument to specifie specific FACETS.exe

Details

Within the function immer_FACETS it is either possible to pass existing FACETS input files or to specify the Input within the function. To run the estimation in FACETS it is necessary to provide both the path to the DosBox and FACDOS (it is recommended to use the function immer_install for the installation process). After the estimation process is finished the Exports are in the Facets folder.

References

Linacre, J. M. (1999). FACETS (Version 3.17)[Computer software]. Chicago: MESA.

See Also

Install FACDOS and DOSBox immer_install.

Examples

## Not run: 
################################
# 1. Example on Windows
################################
# define data generating parameters
set.seed(1997)
N <- 500  # number of persons
I <- 4    # number of items
R <- 3    # number of raters
K <- 3    # maximum score
sigma <- 2  # standard deviation
theta <- rnorm( N, sd=sigma )  # abilities
# item intercepts
b <- outer( seq( -1.5, 1.5, len=I), seq( -2, 2, len=K), "+" )
# item loadings
a <- rep(1,I)
# rater severity parameters
phi <- matrix( c(-.3, -.2, .5), nrow=I, ncol=R, byrow=TRUE )
phi <- phi + rnorm( phi, sd=.3 )
phi <- phi - rowMeans(phi)
# rater variability parameters
psi <- matrix( c(.1, .4, .8), nrow=I, ncol=R, byrow=TRUE )
# simulate HRM data
data <- immer::immer_hrm_simulate( theta, a, b, phi=phi, psi=psi )

# prepare data for FACETS
data2FACETS <- function(data){
  tmp <- match(c("pid","rater"),colnames(data))
  items <- grep("I",colnames(data))
cbind(data[, match(c("pid","rater"),
colnames(data))],gr=paste0("1-",length(items)),data[,items])
}
facets_in <- data2FACETS(data)

# Example of FACETS
mod1.a <- immer::immer_FACETS(
  title="Example 1 with simulated data",
  convergence=NULL,
  totalscore="YES",
  facets=3,
  noncenter=NULL,
  arrange="m,N",
  entered_in_data="2,1,1",
  models="?$,?$,?$,R4",
  inter_rater=NULL,
  pt_biserial=NULL,
  faire_score="Zero",
  unexpected=2,
  usort=NULL,
  positive=1,
  labels=c("1,Persons","1-500","2,Rater","1-3","3,Item","1-4"),
  fileinput=NULL,
  data=facets_in,
  path.dosbox=NULL,
  path.facets="C:\\Facets",
  model.name="Example.SD",
  facetsEXE=NULL
  )

################################
# 2. Example on Windows using existing input-files of FACETS
################################
data(data.immer06)

mod1b <- immer::immer_FACETS(
  fileinput=data.immer06,
  path.facets="C:\\Facets",
  model.name="Example.SD",
  facetsEXE=NULL
  )

## End(Not run)

alexanderrobitzsch/immer documentation built on March 27, 2024, 5:48 a.m.