2.1 Descriptive Statistics

2.1.1 Frequency distribution

https://en.wikipedia.org/wiki/Seven-number_summary

Grenander’s mode https://search.r-project.org/CRAN/refmans/modeest/html/modeest-package.html

2.1.2 Measures of statistical characteristics

Mean, median, …

https://en.wikipedia.org/wiki/Trimean https://en.wikipedia.org/wiki/Interquartile_mean https://en.wikipedia.org/wiki/Interquartile_range https://en.wikipedia.org/wiki/Midhinge https://en.wikipedia.org/wiki/Quartile

2.1.3 Exploratory data analysis (EDA)

https://en.wikipedia.org/wiki/Scagnostics

2.1.3.1 Steam-and-leaf plot

2.1.3.2 Histogram and Bar chart

2.1.3.3 Pareto chart

2.1.3.4 Density plot

2.1.3.5 Box-plot and Violin plot