You calculate the mean in the sample because what you really want to know is the mean in the population, and the sample mean is a point estimate of this population parameter. Imagine you take another ...
population mean) is not random, it is fixed (but unknown), and the point estimate of the parameter (eg; sample mean) is random (but observable). A 95% confidence interval is defined by the mean plus ...