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]

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NEWS

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

Peer review:

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:

25 exports 4 stars 1.18 score 0 dependencies 23 scripts 219 downloads

Last updated 6 months agofrom:20319bf693. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 15 2024
R-4.5-winOKAug 15 2024
R-4.5-linuxOKAug 15 2024
R-4.4-winOKAug 15 2024
R-4.4-macOKAug 15 2024
R-4.3-winOKAug 15 2024
R-4.3-macOKAug 15 2024

Exports:.fungible_extrema%&%adjust_Rsqcomplete_matrixcor_covariancecor_covariance_metacor_labelscpa_matcpa_scorescvecfungibleharmonic_meann_effective_R2rvectransitionvar_error_cpavechvech2fullvechsvechs2fullwt_corwt_covwt_distwt_meanwt_var

Dependencies:

Readme and manuals

Help Manual

Help pageTopics
'configural': An R package for profile analysisconfigural-package configural
Quadratic form matrix product%&%
Adjust a regression model R-squared for overfittingadjust_Rsq
Make a matrix symmetric by averaging with its transposecomplete_matrix
Calculate the asymptotic sampling covariance matrix for the unique elements of a correlation matrixcor_covariance
Estimate the asymptotic sampling covariance matrix for the unique elements of a meta-analytic correlation matrixcor_covariance_meta
Generate labels for correlations from a vector of variable namescor_labels
Conduct criterion profile analysis using a correlation matrixcpa_mat
Compute CPA level and pattern scores for a set of datacpa_scores
Meta-analytic correlations among Big Five personality traits and psychological disordersdisorders
Locate extrema of fungible weights for regression and related modelsfungible
Locate extrema of fungible criterion profile patternsfungible.cpa
Locate extrema of fungible OLS regression weightsfungible.lm
Meta-analytic correlations of Graduate Record Examination subtests with graduate grade point averagegre
Find the harmonic mean of a vector, matrix, or columns of a data.frameharmonic_mean
Meta-analytic correlations of HRM practices with organizational financial performancehrm
Meta-analytic correlations of job characteristics with performance and satisfactionjobchar
Meta-analytic correlations among Big Five personality traits and trait mindfulnessmindfulness
Effective sample sizen_effective_R2
Correlations between study design moderators and effect sizes for prejudice reduction following intergroup contactprejudice
Meta-analytic correlations among team processes and team effectivenessteam
Estimate the sampling error variance for criterion profile analysis parametersvar_error_cpa
Vectorize a matrixcvec rvec vech vechs
Inverse vectorize a matrixvech2full vechs2full
Compute weighted covarianceswt_cor wt_cov
Weighted descriptive statistics for a vector of numberswt_dist wt_mean wt_var