Package: descriptio 1.5

descriptio: Descriptive Statistical Analysis

Description of statistical associations between variables : measures of local and global association between variables (phi, Cramér V, correlations, eta-squared, Goodman and Kruskal tau, permutation tests, etc.), multiple graphical representations of the associations between variables (using 'ggplot2') and weighted statistics.

Authors:Nicolas Robette [aut, cre]

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manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
descriptio/json (API)

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

Pkgdown/docs site:https://nicolas-robette.frama.io

Datasets:

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.88 score 3 packages 17 scripts 746 downloads 43 exports 18 dependencies

Last updated from:c356abb834. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK183
source / vignettesOK240
linux-releaseOK156
macos-releaseOK155
macos-oldrelOK121
windows-develOK112
windows-releaseOK119
windows-oldrelOK109
wasm-releaseOK114

Exports:agg.wtd.madagg.wtd.meanagg.wtd.quantileagg.wtd.varassoc.catcontassoc.catcont.byassoc.twocatassoc.twocat.byassoc.twocontassoc.twocont.byassoc.xxassoc.yxcatdesccattabcondesccontabcrosstabdarmaggassoc_assocplotggassoc_bertinggassoc_boxplotggassoc_chiasmogramggassoc_crosstabggassoc_marimekkoggassoc_phiplotggassoc_scatteror.tablepem.tablephi.tableprofilesregtabstat_twocatStatTwocatstdres.tableweighted.corweighted.cor2weighted.covweighted.cov2weighted.cramerweighted.madweighted.quantileweighted.sdweighted.table

Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglifecycleMASSR6RColorBrewerrlangS7scalesvctrsviridisLitewithr

Readme and manuals

Help Manual

Help pageTopics
Aggregated Weighted MADagg.wtd.mad
Aggregated Weighted Meanagg.wtd.mean
Aggregated Weighted Quantileagg.wtd.quantile
Aggregated Weighted Varianceagg.wtd.var
Measures the association between a categorical variable and a continuous variableassoc.catcont
Measures the groupwise association between a categorical variable and a continuous variableassoc.catcont.by
Cross-tabulation and measures of association between two categorical variablesassoc.twocat
Groupwise cross-tabulation and measures of association between two categorical variablesassoc.twocat.by
Measures the association between two continuous variablesassoc.twocont
Measures the groupwise association between two continuous variablesassoc.twocont.by
Bivariate association measures between pairs of variables.assoc.xx
Bivariate association measures between a response and predictor variables.assoc.yx
Measures the association between a categorical variable and some continuous and/or categorical variablescatdesc
Bivariate statistics between a categorical variable and a set of variablescattab
Measures the association between a continuous variable and some continuous and/or categorical variablescondesc
Bivariate statistics between a continuous variable and a set of variablescontab
Pretty 2, 3 or 4-way cross-tabulationscrosstab
Describes Associations as in a Regression Model Analysis.darma
Association plotggassoc_assocplot
Bar plot of a crosstabulation inspired by Bertinggassoc_bertin
Boxplots with violinsggassoc_boxplot
Plots counts and associations of a crosstabulationggassoc_chiasmogram
Proportional area plotggassoc_crosstab
Marimekko plotggassoc_marimekko
Bar plot of measures of local association of a crosstabulationggassoc_phiplot
Scatter plot with a smoothing lineggassoc_scatter
Movies (data)Movies
Computes the odds ratios for every cells of a contingency tableor.table
Computes the local and global Percentages of Maximum Deviation from Independence (pem)pem.table
Computes the phi coefficient for every cells of a contingency tablephi.table
Profiles by level of a categorical variableprofiles
Univariate and Multivariate Regressions and Their Average Marginal Effectsregtab
Cross-tabulation statistics for ggplot2StatTwocat stat_twocat
Standardized residuals of a contingency tablestdres.table
Weighted correlationweighted.cor
Weighted correlationsweighted.cor2
Weighted covarianceweighted.cov
Weighted covariancesweighted.cov2
Cramer's Vweighted.cramer
Weighted median absolute deviation to medianweighted.mad
Weighted quantilesweighted.quantile
Weighted standard deviationweighted.sd
Computes a (possibly weighted) contingency tableweighted.table