equating.rasch.jackknife: Jackknife Equating Error in Generalized Logistic Rasch Model

In alexanderrobitzsch/sirt: Supplementary Item Response Theory Models

Jackknife Equating Error in Generalized Logistic Rasch Model

Description

This function estimates the linking error in linking based on Jackknife (Monseur & Berezner, 2007).

Usage

equating.rasch.jackknife(pars.data, display=TRUE,
   se.linkerror=FALSE, alpha1=0, alpha2=0)

Arguments

pars.data	Data frame with four columns: jackknife unit (1st column), item parameter study 1 (2nd column), item parameter study 2 (3rd column), item (4th column)
display	Display progress?
se.linkerror	Compute standard error of the linking error
alpha1	Fixed \alpha_1 parameter in the generalized item response model
alpha2	Fixed \alpha_2 parameter in the generalized item response model

Value

A list with following entries:

pars.data	Used item parameters
itemunits	Used units for jackknife
descriptives	Descriptives for Jackknife. linkingerror.jackknife is the estimated linking error.

References

Monseur, C., & Berezner, A. (2007). The computation of equating errors in international surveys in education. Journal of Applied Measurement, 8, 323-335.

See Also

For more details on linking methods see equating.rasch.

Examples

#############################################################################
# EXAMPLE 1: Linking errors PISA study
#############################################################################

data(data.pisaPars)
pars <- data.pisaPars

# Linking error: Jackknife unit is the testlet
vars <- c("testlet","study1","study2","item")
res1 <- sirt::equating.rasch.jackknife(pars[, vars])
res1$descriptives
  ##   N.items N.units      shift        SD linkerror.jackknife SE.SD.jackknife
  ## 1      25       8 0.09292838 0.1487387          0.04491197      0.03466309

# Linking error: Jackknife unit is the item
res2 <- sirt::equating.rasch.jackknife(pars[, vars ] )
res2$descriptives
  ##   N.items N.units      shift        SD linkerror.jackknife SE.SD.jackknife
  ## 1      25      25 0.09292838 0.1487387          0.02682839      0.02533327

alexanderrobitzsch/sirt documentation built on Dec. 1, 2024, 2:18 a.m.