Package: correlation 0.8.6

Brenton M. Wiernik

correlation: Methods for Correlation Analysis

Lightweight package for computing different kinds of correlations, such as partial correlations, Bayesian correlations, multilevel correlations, polychoric correlations, biweight correlations, distance correlations and more. Part of the 'easystats' ecosystem. References: Makowski et al. (2020) <doi:10.21105/joss.02306>.

Authors:Dominique Makowski [aut, inv], Brenton M. Wiernik [aut, cre], Indrajeet Patil [aut], Daniel Lüdecke [aut], Mattan S. Ben-Shachar [aut], Rémi Thériault [aut], Mark White [rev], Maximilian M. Rabe [rev]

correlation_0.8.6.tar.gz
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correlation_0.8.6.tgz(r-4.4-any)correlation_0.8.6.tgz(r-4.3-any)
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correlation_0.8.6.tgz(r-4.4-emscripten)correlation_0.8.6.tgz(r-4.3-emscripten)
correlation.pdf |correlation.html✨
correlation/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/easystats/correlation/issues

On CRAN:

bayesianbayesian-correlationsbiserialcorcorrelationcorrelation-analysiscorrelationseasystatsgammagaussian-graphical-modelshacktoberfestmatrixmultilevel-correlationsoutlierspartialpartial-correlationsregressionrobustspearman

14.10 score 435 stars 9 packages 616 scripts 29k downloads 5 mentions 26 exports 4 dependencies

Last updated 15 days agofrom:fced7856bc. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 03 2024
R-4.5-winOKNov 03 2024
R-4.5-linuxOKNov 03 2024
R-4.4-winOKNov 03 2024
R-4.4-macOKNov 03 2024
R-4.3-winOKNov 03 2024
R-4.3-macOKNov 03 2024

Exports:cor_lowercor_smoothcor_sortcor_testcor_textcor_to_cicor_to_covcor_to_pcor_to_pcorcor_to_spcorcormatrix_to_excelcorrelationdisplaydistance_mahalanobisis_positive_definiteis.coris.positive_definiteisSquarematrix_inversepcor_to_corprint_htmlprint_mdsimulate_simpsonstandardize_namesvisualisation_recipez_fisher

Dependencies:bayestestRdatawizardinsightparameters

Correlation Types

Rendered fromtypes.Rmdusingknitr::rmarkdownon Nov 03 2024.

Last update: 2023-04-05
Started: 2020-03-25

Multilevel Correlations

Rendered frommultilevel.Rmdusingknitr::rmarkdownon Nov 03 2024.

Last update: 2022-09-13
Started: 2020-03-25

Readme and manuals

Help Manual

Help pageTopics
Return the upper or lower triangular partcor_lower
Smooth a non-positive definite correlation matrix to make it positive definitecor_smooth is.positive_definite is_positive_definite
Sort a correlation matrix to improve readability of groups and clusterscor_sort
Correlation testcor_test
Correlation textcor_text
Convert correlation to p-values and CIscor_to_ci cor_to_p
Convert a correlation to covariancecor_to_cov
Correlation Matrix to (Semi) Partial Correlationscor_to_pcor cor_to_spcor pcor_to_cor
Easy export of correlation matrix to Excelcormatrix_to_excel
Correlation Analysiscorrelation
Deprecated functionscorrelation-deprecated distance_mahalanobis
Export tables into different output formatsdisplay.easycormatrix print_html.easycormatrix print_html.easycorrelation print_md.easycormatrix print_md.easycorrelation
Check if matrix ressembles a correlation matrixis.cor
Check if Square MatrixisSquare
Matrix Inversionmatrix_inverse
Visualisation Recipe for 'correlation' Objectsvisualisation_recipe.easycormatrix visualisation_recipe.easycorrelation visualisation_recipe.easycor_test
Fisher z-transformationz_fisher