Basic descriptive analysis

weighted.cor()

Weighted correlation

weighted.cov()

Weighted covariance

weighted.table()

Computes a (possibly weighted) contingency table

weighted.cramer()

Cramer's V

crosstab()

Pretty 2, 3 or 4-way cross-tabulations

phi.table()

Computes the phi coefficient for every cells of a contingency table

stdres.table()

Standardized residuals of a contingency table

or.table()

Computes the odds ratios for every cells of a contingency table

pem.table()

Computes the local and global Percentages of Maximum Deviation from Independence (pem)

assoc.twocat()

Cross-tabulation and measures of association between two categorical variables

assoc.catcont()

Measures the association between a categorical variable and a continuous variable

assoc.twocont()

Measures the association between two continuous variables

assoc.twocat.by()

Groupwise cross-tabulation and measures of association between two categorical variables

assoc.catcont.by()

Measures the groupwise association between a categorical variable and a continuous variable

assoc.twocont.by()

Measures the groupwise association between two continuous variables

Advanced descriptive analysis

weighted.cor2()

Weighted correlations

weighted.cov2()

Weighted covariances

catdesc()

Measures the association between a categorical variable and some continuous and/or categorical variables

condesc()

Measures the association between a continuous variable and some continuous and/or categorical variables

assoc.yx()

Bivariate association measures between a response and predictor variables.

assoc.xx()

Bivariate association measures between pairs of variables.

cattab()

Bivariate statistics between a categorical variable and a set of variables

contab()

Bivariate statistics between a continuous variable and a set of variables

regtab()

Univariate and Multivariate Regressions and Their Average Marginal Effects

darma()

Describes Associations as in a Regression Model Analysis.

profiles()

Profiles by level of a categorical variable

Plots

ggassoc_crosstab()

Proportional area plot

ggassoc_phiplot()

Bar plot of measures of local association of a crosstabulation

ggassoc_assocplot()

Association plot

ggassoc_chiasmogram()

Plots counts and associations of a crosstabulation

ggassoc_bertin()

Bar plot of a crosstabulation inspired by Bertin

ggassoc_marimekko()

Marimekko plot

ggassoc_boxplot()

Boxplots with violins

ggassoc_scatter()

Scatter plot with a smoothing line

stat_twocat()

Cross-tabulation statistics for ggplot2

Miscellaneous

weighted.quantile()

Weighted quantiles

weighted.mad()

Weighted median absolute deviation to median

weighted.sd()

Weighted standard deviation

agg.wtd.mean()

Aggregated Weighted Mean

agg.wtd.var()

Aggregated Weighted Variance

agg.wtd.quantile()

Aggregated Weighted Quantile

agg.wtd.mad()

Aggregated Weighted MAD

Datasets

Movies

Movies (data)