A sample is a smaller group selected from a larger population, which is used to gather information and make inferences about the entire population. This is important in statistics because it is often impractical or impossible to collect data from every individual in a population. By studying a sample, researchers can estimate characteristics of the whole population while saving time and resources. The key aspect of a sample is that it must be representative of the population to ensure that the findings can be generalized.