Chapter 1 -- Introduction -- Statistical analysis, at its most basic level, is a collection of methods that have been developed (1) to help describe some aspect or characteristic of a phenomenon under study and (2) to use our description of that characteristic. These two branches of statistical analysis are commonly known as descriptive statistics and inferential statistics, respectively.