Package: matrixStrucTest 1.0.0

matrixStrucTest: Tests of Matrix Structure for Construct Validation

Tests for block-diagonal structure in symmetric matrices (e.g. correlation matrices) under the null hypothesis of exchangeable off-diagonal elements. As described in Segal et al. (2019), these tests can be useful for construct validation either by themselves or as a complement to confirmatory factor analysis. Monte Carlo methods are used to approximate the permutation p-value with Hubert's Gamma (Hubert, 1976) and a t-statistic. This package also implements the chi-squared statistic described by Steiger (1980). Please see Segal, et al. (2019) <doi:10.1007/s11336-018-9647-4> for more information.

Authors:Brian D. Segal [aut, cre]

matrixStrucTest_1.0.0.tar.gz
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matrixStrucTest.pdf |matrixStrucTest.html
matrixStrucTest/json (API)
NEWS

# Install 'matrixStrucTest' in R:
install.packages('matrixStrucTest', repos = c('https://bdsegal.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/bdsegal/matrixstructest/issues

Datasets:
  • big5 - Big Five personality questionnaire

On CRAN:

4 exports 0.62 score 0 dependencies 13 scripts 132 downloads

Last updated 5 years agofrom:f28dddc125. Checks:OK: 1 WARNING: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 22 2024
R-4.5-winWARNINGAug 22 2024
R-4.5-linuxWARNINGAug 22 2024
R-4.4-winWARNINGAug 22 2024
R-4.4-macWARNINGAug 22 2024
R-4.3-winWARNINGAug 22 2024
R-4.3-macWARNINGAug 22 2024

Exports:makeGroupListmatrixStrucTestprepBoxPlotsX2Fun

Dependencies: