automatic.recode: Automatic Method of Finding Keys in a Dataset with Raw Item...

In alexanderrobitzsch/sirt: Supplementary Item Response Theory Models

Automatic Method of Finding Keys in a Dataset with Raw Item Responses

Description

This function calculates keys of a dataset with raw item responses. It starts with setting the most frequent category of an item to 1. Then, in each iteration keys are changed such that the highest item discrimination is found.

Usage

automatic.recode(data, exclude=NULL, pstart.min=0.6, allocate=200,
    maxiter=20, progress=TRUE)

Arguments

data	Dataset with raw item responses
exclude	Vector with categories to be excluded for searching the key
pstart.min	Minimum probability for an initial solution of keys.
allocate	Maximum number of categories per item. This argument is used in the function tam.ctt3 of the TAM package.
maxiter	Maximum number of iterations
progress	A logical which indicates if iteration progress should be displayed

Value

A list with following entries

item.stat	Data frame with item name, p value, item discrimination and the calculated key
data.scored	Scored data frame using calculated keys in item.stat
categ.stats	Data frame with statistics for all categories of all items

Examples

## Not run: 
#############################################################################
# EXAMPLE 1: data.raw1
#############################################################################
data(data.raw1)

# recode data.raw1 and exclude keys 8 and 9 (missing codes) and
# start with initially setting all categories larger than 50 
res1 <- sirt::automatic.recode( data.raw1, exclude=c(8,9), pstart.min=.50 )
# inspect calculated keys
res1$item.stat

#############################################################################
# EXAMPLE 2: data.timssAusTwn from TAM package
#############################################################################

miceadds::library_install("TAM")
data(data.timssAusTwn,package="TAM")
raw.resp <- data.timssAusTwn[,1:11]
res2 <- sirt::automatic.recode( data=raw.resp )

## End(Not run)

alexanderrobitzsch/sirt documentation built on April 13, 2024, 4:06 a.m.