psych
R package psych: Procedures for Psychological, Psychometric, and Personality Research , A number of routines for personality, psychometrics and experimental psychology. Functions are primarily for scale construction using factor analysis, cluster analysis and reliability analysis, although others provide basic descriptive statistics. Item Response Theory is done using factor analysis of tetrachoric and polychoric correlations. Functions for simulating particular item and test structures are included. Several functions serve as a useful front end for structural equation modeling. Graphical displays of path diagrams, factor analysis and structural equation models are created using basic graphics. Some of the functions are written to support a book on psychometrics as well as publications in personality research. For more information, see the personality-project.org/r webpage.
(Source: http://cran.r-project.org/web/packages)
Keywords for this software
References in zbMATH (referenced in 16 articles )
Showing results 1 to 16 of 16.
Sorted by year (- Epskamp, Sacha; Rhemtulla, Mijke; Borsboom, Denny: Generalized network psychometrics: combining network and latent variable models (2017)
- Hessen, David J.: Lower bounds to the reliabilities of factor score estimators (2017)
- Cantaluppi, Gabriele; Boari, Giuseppe: A partial least squares algorithm handling ordinal variables (2016)
- Johnson, Kent: Realism and uncertainty of unobservable common causes in factor analysis (2016)
- Amatya, Anup; Demirtas, Hakan: MultiOrd: an R package for generating correlated ordinal data (2015)
- Anders, Royce; Batchelder, William H.: Cultural consensus theory for the ordinal data case (2015)
- Hunt, Tyler D.; Bentler, Peter M.: Quantile lower bounds to reliability based on locally optimal splits (2015)
- León, Jaime; Núñez, Juan L.; Liew, Jeffrey: Self-determination and STEM education: effects of autonomy, motivation, and self-regulated learning on high school math achievement (2015) MathEduc
- Anders, R.; Oravecz, Z.; Batchelder, W.H.: Cultural consensus theory for continuous responses: a latent appraisal model for information pooling (2014)
- Conti, Gabriella; Frühwirth-Schnatter, Sylvia; Heckman, James J.; Piatek, Rémi: Bayesian exploratory factor analysis (2014)
- Manukyan, Artür; Çene, Erhan; Sedef, Ahmet; Demir, Ibrahim: Dandelion plot: a method for the visualization of R-mode exploratory factor analyses (2014)
- Tutz, Gerhard; Gertheiss, Jan: Rating scales as predictors -- the old question of scale level and some answers (2014)
- Wollschläger, Daniel: R compact. The fast introduction into data analysis (2013)
- Batchelder, W.H.; Anders, R.: Cultural consensus theory: comparing different concepts of cultural truth (2012)
- Wollschläger, Daniel: Foundations of data analysis with R. An application oriented introduction. (2010)
- Revelle, William; Zinbarg, Richard E.: Coefficients alpha, beta, omega, and the glb: comments on Sijtsma (2009)