New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Stats components #13

Open

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

Owner

keller-mark commented Oct 28, 2018 •

edited

Loading

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

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment