Package: PsychoMatic 0.3.0

PsychoMatic: Automated Psychometric Workflows and Reporting Tools

Automates common psychometric workflows for applied researchers, including item descriptives, inter-item correlations, exploratory and confirmatory factor analysis, reliability, multi-group measurement invariance, and alignment optimization. Decision heuristics are informed by procedures such as parallel analysis (Horn, 1965, <doi:10.1007/BF02289447>), multivariate normality diagnostics (Mardia, 1970, <doi:10.1093/biomet/57.3.519>), measurement-invariance fit-change rules (Chen, 2007, <doi:10.1080/10705510701301834>), and alignment optimization (Asparouhov and Muthen, 2014, <doi:10.1080/10705511.2014.919210>), among others. Results can be returned as structured R objects and exported as bilingual reports for transparent analytical documentation.

Authors:Jose Gamarra-Moncayo [aut, cre]

PsychoMatic_0.3.0.tar.gz
PsychoMatic_0.3.0.zip(r-4.7)PsychoMatic_0.3.0.zip(r-4.6)PsychoMatic_0.3.0.zip(r-4.5)
PsychoMatic_0.3.0.tgz(r-4.6-any)PsychoMatic_0.3.0.tgz(r-4.5-any)
PsychoMatic_0.3.0.tar.gz(r-4.7-any)PsychoMatic_0.3.0.tar.gz(r-4.6-any)
PsychoMatic_0.3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
PsychoMatic/json (API)

# Install 'PsychoMatic' in R:

install.packages('PsychoMatic', repos = c('https://gmoncayoj.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/gmoncayoj/psychomatic/issues

Datasets:

psychomatic_continuous - Simulated continuous item responses
psychomatic_multigroup - Simulated multigroup item responses
psychomatic_ordinal - Simulated ordinal item responses

On CRAN:

confirmatory-factor-analysis exploratory-factor-analysis invariance invariance-alignment psychometrics quantitative-psychology reliability statistical-analysis

5.48 score 3 stars 15 exports 11 dependencies

Last updated from:e14e08071d. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	336
source / vignettes	OK	296
linux-release-x86_64	OK	245
macos-release-arm64	OK	231
macos-oldrel-arm64	OK	282
windows-devel	OK	136
windows-release	OK	131
windows-oldrel	OK	154
wasm-release	OK	197

Exports:cfa_auto compare_models_auto cormat desc_auto dif_auto efa_auto export_cfa export_efa factorial_invariance_auto inv_align_auto irt_auto psychomatic_report reverse_items score_scale screen_items

Dependencies:GPArotation lattice lavaan MASS Matrix mnormt nlme numDeriv pbivnorm psych quadprog

Alignment Invariance Workflow

Rendered fromalignment-invariance.Rmdusingknitr::rmarkdown