FC_scores {ThurMod}

Scores of the data set 'FC' from Mplus.

Description

This data set contains synthetic data of 1000 participants on all binary indicators of 15 items and their factor scores. For each paired comparison, participants had to rank the two alternative items according to their preference. It is assumed that transitivity holds (that is, the data comes from a ranking task). More details can be found in Brown and Maydeu-Olivares (2011), Jansen and Schulze (2023) and Maydeu-Olivares and Böckenholt (2005).

Usage

data(FC_scores)

Format

A data frame with 1000 observations on 111 variables. For a variable ixiy, the result is the response preferences between item x and item y. It is coded a 1, if item x is preferred over item y, and 0 otherwise. The last six variables are the resulting factor scores and the standard error of factor scores for three factors.

References

Brown, A, & Maydeu-Olivares, A. (2011). Item response modeling of forced-choice questionnaires. Educational and Psychological Measurement, 71(3), 460-502. doi:10.1177/0013164410375112

Jansen, M. T., & Schulze, R. (in review). The Thurstonian linked block design: Improving Thurstonian modeling for paired comparison and ranking data.

Maydeu-Olivares, A., & Böckenholt, U. (2005). Structural equation modeling of paired-comparison and ranking data. Psychological Methods, 10(3), 285-304. doi:10.1037/1082-989X.10.3.285.