new functions
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crosstab() : Displays pretty 2, 3 or 4-way cross-tabulations, from possibly weighted data, and with the opportunity to color the cells of the table according to a local measure of association (phi coefficients, standardized residuals or PEM).
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cattab() : Bivariate statistics between a categorical variable and a set of variables
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contab() : Bivariate statistics between a continuous variable and a set of variables
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regtab() : Univariate and multivariate regressions and their average marginal effects side-by-side
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weighted.cramer() : Cramer’s V measure of association between two (possibly weighted) categorical variables
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stdres.table() : Standardized and adjusted residuals of a (possibly weighted) contingency table
minor changes
- all functions concerned : changed default NA level from “NA” to “NAs”
- all functions concerned : when na.rm = FALSE, a level for NAs is added only if there are NAs
- all functions concerned : empty levels are not automatically removed
changes in existing functions
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assoc.catcont() : new items in the results (summary statistics, test-values)
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assoc.twocat() : new item in the results (p-values of adjusted standardized residuals)
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ggassoc_marimekko() : y axis labels are now horizontal
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condesc() and catdesc() : labels of the results have been renamed ; dec argument is replaced by digits and simplified ; permutation p-values can be provided for variables and categories
minor changes
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ggpattern package moved from Imports to Suggests
Many functions in descriptio are imported from GDAtools (1.8), with some changes and improvements, among which the main ones are :
- Every function handles weights
- Every function handles NA values
- A few function and argument name changes