It is important to distinguish between statistics and parameters in the field of statistics. Statistics refer to measures describing a sample, while parameters refer to measures describing a population. Understanding this distinction is crucial, as discrepancies between the two can indicate sample bias. For instance, the mean of a population is considered a parameter, while the mean of a statistic is considered a statistic.