In the last chapter we discussed the idea of a random variable – a single data-point drawn from a probability distribution described by parameters. But we are seldom interested in just one data-point – we generally have a mass of data which we summarize by determining means, medians and other statistics. The fundamental step we will take in this chapter is to consider those statistics as themselves being random variables, drawn from their own distributions.
