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_1.0.0.tgz(r-4.5-any)matrixStrucTest_1.0.0.tgz(r-4.4-any)matrixStrucTest_1.0.0.tgz(r-4.3-any)
matrixStrucTest_1.0.0.tar.gz(r-4.5-noble)matrixStrucTest_1.0.0.tar.gz(r-4.4-noble)
matrixStrucTest_1.0.0.tgz(r-4.4-emscripten)matrixStrucTest_1.0.0.tgz(r-4.3-emscripten)
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'))

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

Datasets:
  • big5 - Big Five personality questionnaire

On CRAN:

Conda:

2.81 score 13 scripts 111 downloads 4 exports 0 dependencies

Last updated 6 years agofrom:f28dddc125. Checks:1 OK, 8 WARNING. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 23 2025
R-4.5-winWARNINGMar 23 2025
R-4.5-macWARNINGMar 23 2025
R-4.5-linuxWARNINGMar 23 2025
R-4.4-winWARNINGMar 23 2025
R-4.4-macWARNINGMar 23 2025
R-4.4-linuxWARNINGMar 23 2025
R-4.3-winWARNINGMar 23 2025
R-4.3-macWARNINGMar 23 2025

Exports:makeGroupListmatrixStrucTestprepBoxPlotsX2Fun

Dependencies: