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Stats componentsΒ #13

@keller-mark

Description

@keller-mark

Univariate

  • non-graphical
    • categorical
      • frequency table πŸ”³
    • quantitative
      • center
        • mean βœ… (boxplot)
        • median βœ… (boxplot)
      • spread
        • variance πŸ”³
        • standard deviation πŸ”³
        • interquartile range βœ… (boxplot)
        • range βœ… (boxplot)
      • modality
        • mode πŸ”³
      • shape
        • skewness πŸ”³
        • kurtosis πŸ”³
        • outliers βœ… (boxplot)
  • graphical
    • categorical
    • quantitative
      • histogram πŸ”³
      • stem and leaf plot πŸ”³
      • box plot βœ…
      • QQ plot πŸ”³

Multivariate

  • non-graphical
    • 2 categorical
      • cross-tabulation πŸ”³
    • 1 categorical, 1 quantitative
      • univariate stats for each level of the categorical variable πŸ”³
      • ANOVA (compare means for each level of categorical) πŸ”³
  • graphical
    • univariate plots by category
      • multi box plot βœ…
      • multiple histograms πŸ”³
    • scatterplot βœ…

Reference: Seltman 2018

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