5 Other Topics in Computational Psychometrics

This chapter will focus on additional topics in computational psychometrics.

Chalmers, P. (2023). Mirt: Multidimensional item response theory. https://github.com/philchalmers/mirt

Condon, D. M., & Revelle, W. (2014). The international cognitive ability resource: Development and initial validation of a public-domain measure. Intelligence, 43, 52–64.

Cui, B. (2020). DataExplorer: Automate data exploration and treatment. http://boxuancui.github.io/DataExplorer/

Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55.

Kassambara, A. (2023). Ggcorrplot: Visualization of a correlation matrix using ggplot2. http://www.sthda.com/english/wiki/ggcorrplot-visualization-of-a-correlation-matrix-using-ggplot2

Maydeu-Olivares, A., & Coffman, D. L. (2006). Random intercept item factor analysis. Psychological Methods, 11(4), 344.

R Core Team. (2022). R: A language and environment for statistical computing. R Foundation for Statistical Computing. https://www.R-project.org/

Revelle, W. (2022). Psych: Procedures for psychological, psychometric, and personality research. https://personality-project.org/r/psych/ https://personality-project.org/r/psych-manual.pdf

Revelle, W., Wilt, J., & Rosenthal, A. (2010). Individual differences in cognition: New methods for examining the personality-cognition link. In Handbook of individual differences in cognition (pp. 27–49). Springer.

Ripley, B. (2023). MASS: Support functions and datasets for venables and ripley’s MASS. http://www.stats.ox.ac.uk/pub/MASS4/

Rosseel, Y., Jorgensen, T. D., & De Wilde, L. (2023). Lavaan: Latent variable analysis. https://lavaan.ugent.be

Xie, Y. (2016). Bookdown: Authoring books and technical documents with R markdown. Chapman; Hall/CRC. https://bookdown.org/yihui/bookdown

Yu, G. (2020). hexSticker: Create hexagon sticker in r. https://CRAN.R-project.org/package=hexSticker