Package: descriptio 1.4

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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NEWS

# Install 'descriptio' in R:

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

Bug tracker:https://github.com/nicolas-robette/descriptio/issues

Datasets:

Movies - Movies

On CRAN:

5.14 score 4 stars 3 packages 11 scripts 526 downloads 39 exports 28 dependencies

Last updated 3 months agofrom:e49e1135bf. Checks:OK: 1 ERROR: 6. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Nov 08 2024
R-4.5-win	ERROR	Nov 08 2024
R-4.5-linux	ERROR	Nov 08 2024
R-4.4-win	ERROR	Nov 08 2024
R-4.4-mac	ERROR	Nov 08 2024
R-4.3-win	ERROR	Nov 08 2024
R-4.3-mac	ERROR	Nov 08 2024

Exports:assoc.catcont assoc.catcont.by assoc.twocat assoc.twocat.by assoc.twocont assoc.twocont.by assoc.xx assoc.yx catdesc cattab condesc contab crosstab darma ggassoc_assocplot ggassoc_bertin ggassoc_boxplot ggassoc_chiasmogram ggassoc_crosstab ggassoc_marimekko ggassoc_phiplot ggassoc_scatter or.table pem.table phi.table profiles regtab stat_twocat StatTwocat stdres.table weighted.cor weighted.cor2 weighted.cov weighted.cov2 weighted.cramer weighted.mad weighted.quantile weighted.sd weighted.table

Dependencies:cli colorspace fansi farver ggplot2 glue gtable isoband labeling lattice lifecycle magrittr MASS Matrix mgcv munsell nlme pillar pkgconfig R6 RColorBrewer rlang scales tibble utf8 vctrs viridisLite withr

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Measures the association between a categorical variable and a continuous variable	assoc.catcont
Measures the groupwise association between a categorical variable and a continuous variable	assoc.catcont.by
Cross-tabulation and measures of association between two categorical variables	assoc.twocat
Groupwise cross-tabulation and measures of association between two categorical variables	assoc.twocat.by
Measures the association between two continuous variables	assoc.twocont
Measures the groupwise association between two continuous variables	assoc.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 variables	catdesc
Bivariate statistics between a categorical variable and a set of variables	cattab
Measures the association between a continuous variable and some continuous and/or categorical variables	condesc
Bivariate statistics between a continuous variable and a set of variables	contab
Pretty 2, 3 or 4-way cross-tabulations	crosstab
Describes Associations as in a Regression Model Analysis.	darma
Association plot	ggassoc_assocplot
Bar plot of a crosstabulation inspired by Bertin	ggassoc_bertin
Boxplots with violins	ggassoc_boxplot
Plots counts and associations of a crosstabulation	ggassoc_chiasmogram
Proportional area plot	ggassoc_crosstab
Marimekko plot	ggassoc_marimekko
Bar plot of measures of local association of a crosstabulation	ggassoc_phiplot
Scatter plot with a smoothing line	ggassoc_scatter
Movies (data)	Movies
Computes the odds ratios for every cells of a contingency table	or.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 table	phi.table
Profiles by level of a categorical variable	profiles
Univariate and Multivariate Regressions and Their Average Marginal Effects	regtab
Cross-tabulation statistics for ggplot2	StatTwocat stat_twocat
Standardized residuals of a contingency table	stdres.table
Weighted correlation	weighted.cor
Weighted correlations	weighted.cor2
Weighted covariance	weighted.cov
Weighted covariances	weighted.cov2
Cramer's V	weighted.cramer
Weighted median absolute deviation to median	weighted.mad
Weighted quantiles	weighted.quantile
Weighted standard deviation	weighted.sd
Computes a (possibly weighted) contingency table	weighted.table