When data are recorded, we often assume that they arise as a random sample from a normal distribution. Three further standard distributions naturally arise to describe other variables that are defined in terms of normal random samples.
These three distributions are of great practical importance since they underlie many commonly used confidence intervals and hypothesis tests. This chapter describes the distributions and their properties.