• Problem: we have to estimate or guess m, a fixed, unknown population parameter.
• If the population is small, just take a census?
• If the population is large, take a sample and use x-bar as our best guess.
• However, since we are working with a sample, we have to quantify the uncertainty, or sampling error, associated with our guess.