Question: the null hypothesis and the alternative hypotheses are always mutually exclusive?
Answer: About the null and alternative hypotheses. The null and alternative hypotheses are two mutually exclusive statements about a population. ... The alternative hypothesis states that a population parameter is smaller, greater, or different than the hypothesized value in the null hypothesis.