Basic descriptive analysis |
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Weighted correlation |
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Weighted covariance |
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Computes a (possibly weighted) contingency table |
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Cramer's V |
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Pretty 2, 3 or 4-way cross-tabulations |
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Computes the phi coefficient for every cells of a contingency table |
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Standardized residuals of a contingency table |
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Computes the odds ratios for every cells of a contingency table |
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Computes the local and global Percentages of Maximum Deviation from Independence (pem) |
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Cross-tabulation and measures of association between two categorical variables |
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Measures the association between a categorical variable and a continuous variable |
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Measures the association between two continuous variables |
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Groupwise cross-tabulation and measures of association between two categorical variables |
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Measures the groupwise association between a categorical variable and a continuous variable |
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Measures the groupwise association between two continuous variables |
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Advanced descriptive analysis |
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Weighted correlations |
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Weighted covariances |
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Measures the association between a categorical variable and some continuous and/or categorical variables |
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Measures the association between a continuous variable and some continuous and/or categorical variables |
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Bivariate association measures between a response and predictor variables. |
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Bivariate association measures between pairs of variables. |
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Bivariate statistics between a categorical variable and a set of variables |
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Bivariate statistics between a continuous variable and a set of variables |
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Univariate and Multivariate Regressions and Their Average Marginal Effects |
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Describes Associations as in a Regression Model Analysis. |
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Profiles by level of a categorical variable |
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Plots |
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Proportional area plot |
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Bar plot of measures of local association of a crosstabulation |
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Association plot |
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Plots counts and associations of a crosstabulation |
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Bar plot of a crosstabulation inspired by Bertin |
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Marimekko plot |
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Boxplots with violins |
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Scatter plot with a smoothing line |
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Cross-tabulation statistics for ggplot2 |
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Miscellaneous |
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Weighted quantiles |
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Weighted median absolute deviation to median |
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Weighted standard deviation |
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Datasets |
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Movies (data) |