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Stats components #13

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keller-mark opened this issue Oct 28, 2018 · 0 comments

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keller-mark commented Oct 28, 2018 •

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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

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