Note on Descriptive Statistics

This note presents the basic statistical concepts used to describe and analyze a collection of observations. It describes the differences between empirical distributions and mathematical (or theoretical) distributions, and illustrates the shortcomings of relying on a single statistical measure to draw conclusions. The advantages and disadvantages of histograms and bar charts are also discussed.