check.restscore: Check of Nonintersection Using Method Restscore

In vandenman/mokken: Conducts Mokken Scale Analysis

Description

Returns a list (of class restscore.class) with results from the investigation of nonintersection using method restscore (Mokken, 1971; Molenaar and Sijtsma, 2000; Sijtsma and Molenaar, 2002).

Usage

check.restscore(X, minvi = 0.03, minsize = default.minsize)

Arguments

X	matrix or data frame of numeric data containing the responses of nrow(X) respondents to ncol(X) items. Missing values are not allowed
minvi	minimum size of a violation that is reported
minsize	minimum size of a rest score group. By default minsize = N/10 if N ≥ 500; minsize = N/5 if 250 ≤ N < 500; and minsize = max(N/3,50) if N < 250

Details

The output is often numerous. Procedure may be slow for large data sets. Functions plot and summary can be used to summarize the output. See Van der Ark (2007) for an example.

Value

results	A list with as many components as there are item pairs. Each component itself is also a list containing the results of the check of nonintersection using method restscore.
I.labels	The item labels
Hi	The item scalability coefficients
m	The number of answer categories.

Author(s)

L. A. van der Ark [e-mail]

References

Mokken, R. J. (1971) A Theory and Procedure of Scale Analysis. Berlin, Germany: De Gruyter.

Molenaar, I.W. and Sijtsma, K. (2000) User's Manual MSP5 for Windows [Software manual]. Groningen, The Netherlands: IEC ProGAMMA.

Sijtsma, K, and Molenaar, I. W. (2002) Introduction to nonparametric item response theory. Thousand Oaks, CA: Sage.

Van der Ark, L. A. (2007). Mokken scale analysis in R. Journal of Statistical Software. http://www.jstatsoft.org/v20/i11

See Also

check.errors, check.iio, check.monotonicity, check.pmatrix, check.reliability coefH, plot.restscore.class, summary.restscore.class

Examples

data(acl)
Communality <- acl[,1:10]
restscore.list <- check.restscore(Communality)
plot(restscore.list)
summary(restscore.list)

vandenman/mokken documentation built on April 12, 2020, 4:06 a.m.