We then determine whether the sample data supports the null or alternative hypotheses.
Specifically, we set up competing hypotheses, select a random sample from the population of interest and compute summary statistics. The procedure for hypothesis testing is based on the ideas described above. Hypothesis Testing: Upper-, Lower, and Two Tailed Tests