Hypothesis testing is concerned with the DISTRIBUTION of a STATISTIC. You know that in real world problems, measurements such as people's heights or the number of heads in 100 coin tosses, are random variables. Often we cannot know all the measurements in a population but take a smaller SAMPLE. The important concept here is that a STATISTIC (such as the mean, median or standard deviation) of a sample is a RANDOM VARIABLE too.