Package: configural 0.1.5

configural: Multivariate Profile Analysis

R functions for criterion profile analysis, Davison and Davenport (2002) <doi:10.1037/1082-989X.7.4.468> and meta-analytic criterion profile analysis, Wiernik, Wilmot, Davison, and Ones (2020) <doi:10.1037/met0000305>. Sensitivity analyses to aid in interpreting criterion profile analysis results are also included.

Authors:Brenton M. Wiernik [aut, cre]

configural_0.1.5.tar.gz
configural_0.1.5.zip(r-4.7)configural_0.1.5.zip(r-4.6)configural_0.1.5.zip(r-4.5)
configural_0.1.5.tgz(r-4.6-any)configural_0.1.5.tgz(r-4.5-any)
configural_0.1.5.tar.gz(r-4.7-any)configural_0.1.5.tar.gz(r-4.6-any)
configural_0.1.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
configural/json (API)
NEWS

# Install 'configural' in R:

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

Bug tracker:https://github.com/bwiernik/configural/issues

Datasets:

disorders - Meta-analytic correlations among Big Five personality traits and psychological disorders
gre - Meta-analytic correlations of Graduate Record Examination subtests with graduate grade point average
hrm - Meta-analytic correlations of HRM practices with organizational financial performance
jobchar - Meta-analytic correlations of job characteristics with performance and satisfaction
mindfulness - Meta-analytic correlations among Big Five personality traits and trait mindfulness
prejudice - Correlations between study design moderators and effect sizes for prejudice reduction following intergroup contact
team - Meta-analytic correlations among team processes and team effectiveness

On CRAN:

3.76 score 5 stars 23 scripts 158 downloads 25 exports 0 dependencies

Last updated from:20319bf693. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	111
source / vignettes	OK	140
linux-release-x86_64	OK	105
macos-release-arm64	OK	120
macos-oldrel-arm64	OK	87
windows-devel	OK	77
windows-release	OK	78
windows-oldrel	OK	66
wasm-release	OK	95

Exports:.fungible_extrema %&%adjust_Rsq complete_matrix cor_covariance cor_covariance_meta cor_labels cpa_mat cpa_scores cvec fungible harmonic_mean n_effective_R2 rvec transition var_error_cpa vech vech2full vechs vechs2full wt_cor wt_cov wt_dist wt_mean wt_var

Dependencies:

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
'configural': An R package for profile analysis	configural-package configural
Quadratic form matrix product	%&%
Adjust a regression model R-squared for overfitting	adjust_Rsq
Make a matrix symmetric by averaging with its transpose	complete_matrix
Calculate the asymptotic sampling covariance matrix for the unique elements of a correlation matrix	cor_covariance
Estimate the asymptotic sampling covariance matrix for the unique elements of a meta-analytic correlation matrix	cor_covariance_meta
Generate labels for correlations from a vector of variable names	cor_labels
Conduct criterion profile analysis using a correlation matrix	cpa_mat
Compute CPA level and pattern scores for a set of data	cpa_scores
Meta-analytic correlations among Big Five personality traits and psychological disorders	disorders
Locate extrema of fungible weights for regression and related models	fungible
Locate extrema of fungible criterion profile patterns	fungible.cpa
Locate extrema of fungible OLS regression weights	fungible.lm
Meta-analytic correlations of Graduate Record Examination subtests with graduate grade point average	gre
Find the harmonic mean of a vector, matrix, or columns of a data.frame	harmonic_mean
Meta-analytic correlations of HRM practices with organizational financial performance	hrm
Meta-analytic correlations of job characteristics with performance and satisfaction	jobchar
Meta-analytic correlations among Big Five personality traits and trait mindfulness	mindfulness
Effective sample size	n_effective_R2
Correlations between study design moderators and effect sizes for prejudice reduction following intergroup contact	prejudice
Meta-analytic correlations among team processes and team effectiveness	team
Estimate the sampling error variance for criterion profile analysis parameters	var_error_cpa
Vectorize a matrix	cvec rvec vech vechs
Inverse vectorize a matrix	vech2full vechs2full
Compute weighted covariances	wt_cor wt_cov
Weighted descriptive statistics for a vector of numbers	wt_dist wt_mean wt_var