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
matrixStrucTest_1.0.0.zip(r-4.7)matrixStrucTest_1.0.0.zip(r-4.6)matrixStrucTest_1.0.0.zip(r-4.5)
matrixStrucTest_1.0.0.tgz(r-4.6-any)matrixStrucTest_1.0.0.tgz(r-4.5-any)
matrixStrucTest_1.0.0.tar.gz(r-4.7-any)matrixStrucTest_1.0.0.tar.gz(r-4.6-any)
matrixStrucTest_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
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 151 downloads 4 exports 0 dependencies

Last updated from:f28dddc125. Checks:7 WARNING, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64WARNING113
source / vignettesOK200
linux-release-x86_64WARNING97
macos-release-arm64WARNING188
macos-oldrel-arm64WARNING228
windows-develWARNING82
windows-releaseWARNING78
windows-oldrelWARNING70
wasm-releaseOK93

Exports:makeGroupListmatrixStrucTestprepBoxPlotsX2Fun

Dependencies: