The chapter explores how sample means become more consistent as variance decreases. A histogram illustrates this with random sample means from data values 1-7. Lower variance leads to sample means closer to the population mean. The variance, a key statistic, measures the spread of data values in a sample. It is calculated by squaring the difference between each value and the sample mean, then averaging these squared differences. The chapter demonstrates how variance is linked to uncertainty.