In this chapter, we describe the strategy of hypothesis testing by focusing on concepts such as the sampling distribution, Type I and Type II errors, and the level of significance. We then consider several methods of testing hypotheses about the relationship between two variables: difference between means, Pearson's r, and the chi-square test.