keller-mark/vueplotlib

Stats components

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keller-mark commented

Univariate

  • non-graphical
    • categorical
      • frequency table 🔳
    • quantitative
      • center
        • mean ✅ (boxplot)
        • median ✅ (boxplot)
      • spread
        • variance 🔳
        • standard deviation 🔳
        • interquartile range ✅ (boxplot)
        • range ✅ (boxplot)
      • modality
        • mode 🔳
      • shape
        • skewness 🔳
        • kurtosis 🔳
        • outliers ✅ (boxplot)
  • graphical
    • categorical
    • quantitative
      • histogram 🔳
      • stem and leaf plot 🔳
      • box plot ✅
      • QQ plot 🔳

Multivariate

  • non-graphical
    • 2 categorical
      • cross-tabulation 🔳
    • 1 categorical, 1 quantitative
      • univariate stats for each level of the categorical variable 🔳
      • ANOVA (compare means for each level of categorical) 🔳
  • graphical
    • univariate plots by category
      • multi box plot ✅
      • multiple histograms 🔳
    • scatterplot ✅

Reference: Seltman 2018