, Eren Can Aybek [aut,
cre] , Sumeyra Soysal
[ctb]| Title: | 'shiny' Applications for Statistical and Psychometric Analysis |
|---|---|
| Description: | Toolbox with 'shiny' applications for widely used psychometric methods. Those methods include following analysis: Item analysis, item response theory calibration, principal component analysis, confirmatory factor analysis - structural equation modeling, generating simulated data. References: Chalmers (2012, <doi:10.18637/jss.v048.i06>); Revelle (2022, <https://CRAN.R-project.org/package=psych Version = 2.2.9.>); Rosseel (2012, <doi:10.18637/jss.v048.i02>); Magis & Raiche (2012, <doi:10.18637/jss.v048.i08>); Magis & Barrada (2017, <doi:10.18637/jss.v076.c01>). |
| Authors: | Celal Deha Dogan [aut]
, Eren Can Aybek [aut,
cre] , Sumeyra Soysal
[ctb] |
| Maintainer: | Eren Can Aybek <[email protected]> |
| License: | GPL-3 |
| Version: | 0.4 |
| Built: | 2024-11-17 04:58:09 UTC |
| Source: | https://github.com/cran/RSP |
Testing measurement & structural models for dichotomous and polytomous data
CFA()CFA()
No return value, opens web browser and loads shiny application
## Not run: CFA()## Not run: CFA()
Run exploratory factor analysis for dichotomous and polytomous data
FA()FA()
No return value, opens web browser and loads shiny application
## Not run: FA()## Not run: FA()
Run exploratory factor analysis for dichotomous and polytomous data
INTERNAL()INTERNAL()
No return value, opens web browser and loads shiny application
## Not run: FA()## Not run: FA()
Item calibration according to item response theory models
IRT()IRT()
No return value, opens web browser and loads shiny application
## Not run: IRT()## Not run: IRT()
Item and test statistics based on classical test theory,
ITEMAN()ITEMAN()
No return value, opens web browser and loads shiny application
## Not run: ITEMAN()## Not run: ITEMAN()
Run principal component analysis for dichotomous and polytomous data
PCA()PCA()
No return value, opens web browser and loads shiny application
## Not run: PCA()## Not run: PCA()
Generate simulated data according to IRT for dichotomous and polytomous data Generate multidimensional data for factor analysis # param options(java.parameters = "-Xmx8000m")
SIMDATA()SIMDATA()
No return value, opens web browser and loads shiny application
## Not run: SIMDATA()## Not run: SIMDATA()