How do I explain it?
As "Reducing risk by quantifying uncertainty."
For a variety of reasons we often use a small group of people to learn about the larger group from which it is drawn. Think A/B testing for example. To ensure we can generalize the results from a sample we apply statistics to estimate how confident we are in what we find.
A more complete defintion can be found on wikipedia.