traditional2mirt: Convert traditional IRT metric into slope-intercept form used...

In mirt: Multidimensional Item Response Theory

Convert traditional IRT metric into slope-intercept form used in mirt

Description

This is a helper function for users who have previously available traditional/classical IRT parameters and want to know the equivalent slope-intercept translation used in mirt. Note that this function assumes that the supplied models are unidimensional by definition (i.e., will have only one slope/discrimination) and in the logistic metric (i.e., logistic-ogive scaling coefficient D=1). If there is no supported slope-intercept transformation available then the original vector of parameters will be returned by default.

Usage

traditional2mirt(x, cls, ncat)

Arguments

x	a vector of parameters to transform
cls	the class or itemtype of the supplied model
ncat	the number of categories implied by the IRT model

Details

Supported class transformations for the cls input are:

Rasch, 2PL, 3PL, 3PLu, 4PL

Form must be: (discrimination, difficulty, lower-bound, upper-bound)

graded

Form must be: (discrimination, difficulty 1, difficulty 2, ..., difficulty k-1)

gpcm

Form must be: (discrimination, difficulty 1, difficulty 2, ..., difficulty k-1)

nominal

Form must be: (discrimination 1, discrimination 2, ..., discrimination k, difficulty 1, difficulty 2, ..., difficulty k)

Value

a named vector of slope-intercept parameters (if supported)

Examples

# classical 3PL model
vec <- c(a=1.5, b=-1, g=.1, u=1)
slopeint <- traditional2mirt(vec, '3PL', ncat=2)
slopeint

# classical graded model (four category)
vec <- c(a=1.5, b1=-1, b2=0, b3=1.5)
slopeint <- traditional2mirt(vec, 'graded', ncat=4)
slopeint

# classical generalize partial credit model (four category)
vec <- c(a=1.5, b1=-1, b2=0, b3=1.5)
slopeint <- traditional2mirt(vec, 'gpcm', ncat=4)
slopeint

# classical nominal model (4 category)
vec <- c(a1=.5, a2 = -1, a3=1, a4=-.5, d1=1, d2=-1, d3=-.5, d4=.5)
slopeint <- traditional2mirt(vec, 'nominal', ncat=4)
slopeint

mirt documentation built on Sept. 11, 2024, 7:14 p.m.